{
  "modelspec.architecture": "stable-diffusion-xl-v1-base/lora",
  "modelspec.date": "2024-02-23T20:43:46",
  "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": [
          608,
          1024
        ]
      },
      "1": {
        "count": 1,
        "resolution": [
          672,
          1024
        ]
      },
      "10": {
        "count": 4,
        "resolution": [
          960,
          1024
        ]
      },
      "11": {
        "count": 1,
        "resolution": [
          1024,
          608
        ]
      },
      "12": {
        "count": 2,
        "resolution": [
          1024,
          672
        ]
      },
      "13": {
        "count": 1,
        "resolution": [
          1024,
          736
        ]
      },
      "14": {
        "count": 3,
        "resolution": [
          1024,
          768
        ]
      },
      "15": {
        "count": 1,
        "resolution": [
          1024,
          800
        ]
      },
      "16": {
        "count": 1,
        "resolution": [
          1024,
          832
        ]
      },
      "17": {
        "count": 2,
        "resolution": [
          1024,
          864
        ]
      },
      "18": {
        "count": 2,
        "resolution": [
          1024,
          960
        ]
      },
      "19": {
        "count": 1,
        "resolution": [
          1024,
          1024
        ]
      },
      "2": {
        "count": 1,
        "resolution": [
          704,
          1024
        ]
      },
      "3": {
        "count": 3,
        "resolution": [
          736,
          1024
        ]
      },
      "4": {
        "count": 4,
        "resolution": [
          768,
          1024
        ]
      },
      "5": {
        "count": 3,
        "resolution": [
          800,
          1024
        ]
      },
      "6": {
        "count": 3,
        "resolution": [
          832,
          1024
        ]
      },
      "7": {
        "count": 1,
        "resolution": [
          864,
          1024
        ]
      },
      "8": {
        "count": 1,
        "resolution": [
          896,
          1024
        ]
      },
      "9": {
        "count": 2,
        "resolution": [
          928,
          1024
        ]
      }
    },
    "mean_img_ar_error": 0.009239595789332025
  },
  "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_skiltaire": {
      "img_count": 38,
      "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",
    "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": 10,
  "ss_num_epochs": 400,
  "ss_num_reg_images": 0,
  "ss_num_train_images": 38,
  "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": 2530317836,
  "ss_session_id": 2421916701,
  "ss_shuffle_caption": true,
  "ss_steps": 400,
  "ss_tag_frequency": {
    "1_skiltaire": {
      "against surface": 1,
      "all fours": 2,
      "ambiguous gender": 18,
      "antennae (anatomy)": 38,
      "anthro": 21,
      "anus": 2,
      "bed": 1,
      "bikini": 1,
      "biped": 2,
      "black and white": 2,
      "black nose": 2,
      "blue body": 11,
      "blue eyes": 9,
      "blue fur": 10,
      "brick wall": 1,
      "brown body": 3,
      "brown eyes": 1,
      "brown fur": 1,
      "brush": 1,
      "bubble": 1,
      "butt": 3,
      "cape": 1,
      "chest tuft": 1,
      "claws": 4,
      "clothing": 1,
      "collar": 2,
      "computer": 1,
      "detailed background": 1,
      "digital media (artwork)": 3,
      "doggystyle": 2,
      "duo": 6,
      "featureless crotch": 1,
      "feet": 5,
      "felid": 1,
      "female": 15,
      "female penetrated": 1,
      "feral": 23,
      "feral on feral": 1,
      "flag": 2,
      "flag (object)": 1,
      "flower": 1,
      "fluffy": 2,
      "fluffy tail": 1,
      "forest": 2,
      "from behind position": 2,
      "fur": 37,
      "furniture": 2,
      "fursuit": 1,
      "genitals": 2,
      "graphite (artwork)": 2,
      "grass": 2,
      "green background": 1,
      "green body": 2,
      "green eyes": 4,
      "green fur": 2,
      "grey body": 1,
      "grey fur": 1,
      "greyscale": 4,
      "group": 2,
      "harness": 1,
      "holding cane": 1,
      "holding cloth": 1,
      "holding object": 1,
      "holding tail": 1,
      "horn": 1,
      "hybrid": 1,
      "insect wings": 1,
      "jewelry": 1,
      "kneeling": 1,
      "licking": 1,
      "looking at viewer": 5,
      "looking back": 2,
      "lying": 5,
      "male": 13,
      "male penetrating": 2,
      "male penetrating female": 1,
      "male/female": 2,
      "male/male": 1,
      "mammal": 36,
      "markings": 3,
      "monochrome": 8,
      "multi tail": 1,
      "mustelid": 34,
      "necklace": 1,
      "nude": 19,
      "on back": 1,
      "on side": 1,
      "open mouth": 6,
      "outside": 3,
      "pawpads": 2,
      "paws": 4,
      "pencil (artwork)": 2,
      "penetration": 2,
      "photography (artwork)": 1,
      "pink body": 2,
      "pink fur": 1,
      "plant": 5,
      "presenting": 1,
      "purple body": 5,
      "purple fur": 4,
      "pussy": 2,
      "question mark": 1,
      "rainbow": 1,
      "raised tail": 1,
      "rating_explicit": 4,
      "rating_questionable": 4,
      "rating_safe": 29,
      "real": 1,
      "red body": 4,
      "red fur": 4,
      "safe": 3,
      "semi-anthro": 2,
      "sex": 2,
      "simple background": 25,
      "sitting": 2,
      "sketch": 1,
      "skiltaire": 38,
      "smile": 6,
      "solo": 30,
      "spread legs": 1,
      "spreading": 1,
      "standing": 2,
      "swimming": 1,
      "swimwear": 1,
      "table": 1,
      "tail": 28,
      "tail tuft": 1,
      "tan body": 1,
      "tan fur": 1,
      "toes": 3,
      "tongue": 4,
      "tongue out": 2,
      "top hat": 1,
      "traditional media (artwork)": 15,
      "tree": 4,
      "tuft": 2,
      "underwater": 1,
      "wall (structure)": 1,
      "water": 3,
      "whiskers": 11,
      "white background": 13,
      "white body": 12,
      "white fur": 8,
      "wings": 1,
      "yellow eyes": 1
    }
  },
  "ss_text_encoder_lr": 0.0001,
  "ss_total_batch_size": 96,
  "ss_training_comment": null,
  "ss_training_finished_at": 1708721026.08415,
  "ss_training_started_at": 1708703861.218462,
  "ss_unet_lr": 0.0001,
  "ss_v2": false,
  "ss_zero_terminal_snr": false,
  "sshs_legacy_hash": "e0c44ceb",
  "sshs_model_hash": "0fc461705ce91a0d7e945c25fcc2b8ddb8745a732daa204135adc18113f5d2ba"
}