subaru commited on
Commit
608f89a
1 Parent(s): 827bd58

feat: upload kohya lora model

Browse files
kohya_config/config_file.toml ADDED
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+ [model_arguments]
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+ v2 = true
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+ v_parameterization = true
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+ pretrained_model_name_or_path = "/content/drive/MyDrive/pretrained_model/Anything-v3-1.safetensors"
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+
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+ [additional_network_arguments]
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+ no_metadata = false
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+ unet_lr = 0.0001
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+ text_encoder_lr = 5e-5
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+ network_module = "networks.lora"
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+ network_dim = 64
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+ network_alpha = 32
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+ network_train_unet_only = false
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+ network_train_text_encoder_only = false
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+
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+ [optimizer_arguments]
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+ optimizer_type = "AdamW"
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+ learning_rate = 0.0001
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+ max_grad_norm = 1.0
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+ lr_scheduler = "constant"
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+ lr_warmup_steps = 0
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+
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+ [dataset_arguments]
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+ cache_latents = true
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+ debug_dataset = false
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+
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+ [training_arguments]
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+ output_dir = "/content/drive/MyDrive/LoRA/output"
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+ output_name = "kohya"
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+ save_precision = "fp16"
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+ save_every_n_epochs = 1
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+ train_batch_size = 6
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+ max_token_length = 225
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+ mem_eff_attn = false
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+ xformers = true
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+ max_train_epochs = 10
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+ max_data_loader_n_workers = 8
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+ persistent_data_loader_workers = true
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+ gradient_checkpointing = false
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+ gradient_accumulation_steps = 1
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+ mixed_precision = "fp16"
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+ logging_dir = "/content/LoRA/logs"
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+ log_prefix = "kohya"
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+ lowram = false
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+
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+ [sample_prompt_arguments]
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+ sample_every_n_epochs = 1
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+ sample_sampler = "euler_a"
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+
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+ [dreambooth_arguments]
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+ prior_loss_weight = 1.0
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+
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+ [saving_arguments]
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+ save_model_as = "safetensors"
kohya_config/dataset_config.toml ADDED
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+ [[datasets]]
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+ resolution = 512
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+ min_bucket_reso = 256
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+ max_bucket_reso = 1024
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+ caption_dropout_rate = 0
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+ caption_tag_dropout_rate = 0
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+ caption_dropout_every_n_epochs = 0
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+ flip_aug = false
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+ color_aug = false
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+ [[datasets.subsets]]
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+ image_dir = "/content/drive/MyDrive/LoRA/train_data"
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+ class_tokens = "mksks style"
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+ num_repeats = 10
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+
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+ [[datasets.subsets]]
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+ is_reg = true
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+ image_dir = "/content/drive/MyDrive/LoRA/reg_data"
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+ class_tokens = " style"
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+ num_repeats = 1
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+
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+
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+ [general]
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+ enable_bucket = true
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+ caption_extension = ".txt"
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+ shuffle_caption = true
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+ keep_tokens = 0
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+ bucket_reso_steps = 64
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+ bucket_no_upscale = false
kohya_config/sample_prompt.txt ADDED
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+
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+ 1girl, solo, long_hair, breasts, looking_at_viewer, blush, open_mouth, bangs, hair_ornament, long_sleeves, dress, hair_between_eyes, bare_shoulders, twintails, collarbone, pink_hair, sidelocks, thighs, small_breasts, dark_skin, spread_legs, wide_sleeves, off_shoulder, dark-skinned_female, orange_eyes, sash, cosplay, kneeling, no_panties, chinese_clothes, squatting, scrunchie, pelvic_curtain, purple_dress, hair_scrunchie, shawl, yellow_scrunchie, hanfu --n lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry --w 512 --h 768 --l 7 --s 28