{ "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "modelspec.date": "2024-02-24T17:15:45", "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "modelspec.prediction_type": "epsilon", "modelspec.resolution": "1024x1024", "modelspec.sai_model_spec": "1.0.0", "modelspec.title": "last", "ss_adaptive_noise_scale": null, "ss_base_model_version": "sdxl_base_v1-0", "ss_batch_size_per_device": 4, "ss_bucket_info": { "buckets": { "0": { "count": 1, "resolution": [ 672, 1024 ] }, "1": { "count": 1, "resolution": [ 736, 1024 ] }, "10": { "count": 1, "resolution": [ 1024, 640 ] }, "11": { "count": 2, "resolution": [ 1024, 672 ] }, "12": { "count": 21, "resolution": [ 1024, 768 ] }, "13": { "count": 7, "resolution": [ 1024, 800 ] }, "14": { "count": 1, "resolution": [ 1024, 928 ] }, "2": { "count": 5, "resolution": [ 768, 1024 ] }, "3": { "count": 1, "resolution": [ 800, 1024 ] }, "4": { "count": 2, "resolution": [ 832, 1024 ] }, "5": { "count": 1, "resolution": [ 896, 1024 ] }, "6": { "count": 1, "resolution": [ 1024, 256 ] }, "7": { "count": 1, "resolution": [ 1024, 480 ] }, "8": { "count": 1, "resolution": [ 1024, 544 ] }, "9": { "count": 8, "resolution": [ 1024, 576 ] } }, "mean_img_ar_error": 0.03705631803583776 }, "ss_bucket_no_upscale": false, "ss_cache_latents": true, "ss_caption_dropout_every_n_epochs": 0, "ss_caption_dropout_rate": 0.0, "ss_caption_tag_dropout_rate": 0.0, "ss_clip_skip": null, "ss_color_aug": false, "ss_dataset_dirs": { "1_greg_rutkowski": { "img_count": 54, "n_repeats": 1 } }, "ss_debiased_estimation": false, "ss_enable_bucket": true, "ss_epoch": 400, "ss_face_crop_aug_range": null, "ss_flip_aug": false, "ss_full_fp16": false, "ss_gradient_accumulation_steps": 12, "ss_gradient_checkpointing": true, "ss_ip_noise_gamma": null, "ss_keep_tokens": 1, "ss_learning_rate": 0.0001, "ss_lowram": false, "ss_lr_scheduler": "cosine", "ss_lr_warmup_steps": 0, "ss_max_bucket_reso": 1024, "ss_max_grad_norm": 1.0, "ss_max_token_length": null, "ss_max_train_steps": 400, "ss_min_bucket_reso": 256, "ss_min_snr_gamma": null, "ss_mixed_precision": "fp16", "ss_multires_noise_discount": 0.1, "ss_multires_noise_iterations": 10, "ss_network_alpha": 4.0, "ss_network_args": { "algo": "locon", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", "block_dims": "8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8", "conv_alpha": "4", "conv_dim": "128", "dropout": 0.0, "module_dropout": "0", "preset": "full", "rank_dropout": "0", "rank_dropout_scale": "False", "train_norm": "False", "use_scalar": "False", "use_tucker": "False" }, "ss_network_dim": 8, "ss_network_dropout": 0.0, "ss_network_module": "lycoris.kohya", "ss_new_sd_model_hash": "IsADirectory", "ss_noise_offset": null, "ss_num_batches_per_epoch": 12, "ss_num_epochs": 400, "ss_num_reg_images": 0, "ss_num_train_images": 54, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_output_name": "last", "ss_prior_loss_weight": 1.0, "ss_random_crop": false, "ss_reg_dataset_dirs": {}, "ss_resolution": "(1024, 1024)", "ss_scale_weight_norms": 1.0, "ss_sd_model_hash": "IsADirectory", "ss_sd_model_name": "", "ss_sd_scripts_commit_hash": "f8d2673641778ed5b362f107f9f92a20aa15979a", "ss_seed": 3080642488, "ss_session_id": 3506747532, "ss_shuffle_caption": true, "ss_steps": 400, "ss_tag_frequency": { "1_greg_rutkowski": { "2 heads": 1, "3 heads": 1, "abs": 2, "amazing background": 3, "ambiguous gender": 24, "ancient art": 1, "angel": 1, "anthro": 17, "ape": 1, "armor": 24, "avian": 2, "axe": 1, "battle": 1, "beak": 1, "beard": 2, "bird": 2, "black body": 1, "black hair": 1, "black scales": 1, "blonde hair": 1, "blood": 2, "blue body": 3, "blue eyes": 1, "blue scales": 1, "bone": 3, "bottomwear": 4, "branch": 1, "breasts": 1, "breath powers": 2, "brown body": 2, "brown fur": 2, "brown hair": 1, "building": 5, "canid": 3, "canine": 3, "canis": 1, "cape": 6, "car": 1, "cave": 1, "city": 8, "cityscape": 1, "claws": 10, "cloak": 1, "clothed": 26, "clothing": 34, "cloud": 11, "corvid": 1, "corvus \\(genus\\)": 1, "crow": 1, "crystal": 1, "day": 13, "demon": 3, "destruction": 1, "detailed": 2, "detailed background": 43, "digital media \\(artwork\\)": 41, "domestic cat": 1, "dragon": 15, "duo": 7, "electricity": 1, "elemental manipulation": 2, "elf": 2, "equid": 2, "equine": 2, "facial hair": 2, "facial piercing": 1, "fangs": 1, "fantasy": 1, "feathered wings": 2, "feathers": 2, "felid": 4, "feline": 1, "felis": 1, "female": 13, "feral": 24, "fire": 10, "fire breathing": 2, "fire manipulation": 2, "flying": 3, "forest": 7, "fox": 1, "full moon": 1, "fur": 8, "glowing": 6, "glowing eyes": 5, "grandfathered content": 2, "grass": 6, "green body": 1, "green eyes": 1, "green scales": 1, "greg rutkowski": 54, "group": 21, "gun": 1, "hair": 13, "haplorhine": 1, "headgear": 4, "helmet": 1, "holding object": 14, "holding sword": 3, "holding weapon": 12, "hood": 1, "horn": 16, "horse": 2, "human": 19, "human only": 1, "humanoid": 15, "humanoid pointy ears": 2, "hydra": 1, "in tree": 1, "interspecies": 1, "landscape": 2, "lightning": 1, "loincloth": 1, "looking at viewer": 1, "machine": 1, "macro": 1, "magic": 6, "magic user": 1, "male": 26, "mammal": 41, "melee weapon": 17, "membrane \\(anatomy\\)": 9, "membranous wings": 10, "moon": 2, "moss": 1, "mountain": 6, "multi head": 1, "muscular": 5, "muscular male": 3, "nature": 2, "night": 2, "night fury": 1, "nipples": 1, "nose piercing": 1, "nose ring": 1, "not furry": 9, "open mouth": 7, "orange body": 1, "orange fur": 1, "orc": 1, "oscine": 1, "outside": 43, "painting \\(artwork\\)": 2, "pantherine": 3, "passerine": 1, "pecs": 1, "piercing": 1, "plant": 11, "polearm": 1, "primate": 1, "quadruped": 1, "questionable": 1, "ranged weapon": 4, "rating_safe": 54, "red body": 2, "red eyes": 1, "red fox": 1, "red hair": 2, "red scales": 1, "reins": 1, "reptile": 2, "riding": 1, "rock": 6, "ruins": 2, "scales": 11, "scalie": 14, "scenery": 1, "sculpture": 1, "sea": 2, "sharp teeth": 2, "sitting": 1, "size difference": 1, "skeleton": 1, "skull": 1, "sky": 21, "smoke": 3, "snake": 1, "snarling": 1, "snow": 2, "soldier": 1, "solo": 36, "spines": 3, "standing": 14, "star": 1, "statue": 1, "street": 1, "sunset": 1, "sword": 13, "tail": 8, "tattoo": 1, "teeth": 12, "text": 2, "tongue": 6, "tongue out": 2, "topless": 2, "traditional media \\(artwork\\)": 5, "train": 2, "tree": 10, "undead": 1, "vehicle": 2, "vines": 1, "war": 1, "warrior": 5, "water": 9, "waterfall": 2, "weapon": 21, "were": 1, "werecanid": 1, "werecanine": 1, "werewolf": 1, "western dragon": 6, "whiskers": 1, "white body": 1, "white fur": 1, "wings": 14, "wolf": 1, "wood": 1, "yautja": 1 } }, "ss_text_encoder_lr": 0.0001, "ss_total_batch_size": 96, "ss_training_comment": null, "ss_training_finished_at": 1708794945.9441228, "ss_training_started_at": 1708773751.9628668, "ss_unet_lr": 0.0001, "ss_v2": false, "ss_zero_terminal_snr": false, "sshs_legacy_hash": "d77ea2f2", "sshs_model_hash": "f585c57e53eadf99838fd714b6ff68773da7645a0eeea0eead52aa95e009d934" }