{
  "modelspec.architecture": "stable-diffusion-xl-v1-base/lora",
  "modelspec.date": "2024-03-06T16:54:29",
  "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": 4,
        "resolution": [
          576,
          1024
        ]
      },
      "1": {
        "count": 1,
        "resolution": [
          704,
          1024
        ]
      },
      "2": {
        "count": 1,
        "resolution": [
          768,
          1024
        ]
      },
      "3": {
        "count": 1,
        "resolution": [
          800,
          1024
        ]
      },
      "4": {
        "count": 36,
        "resolution": [
          832,
          1024
        ]
      },
      "5": {
        "count": 1,
        "resolution": [
          1024,
          832
        ]
      },
      "6": {
        "count": 4,
        "resolution": [
          1024,
          1024
        ]
      }
    },
    "mean_img_ar_error": 0.004888483880678009
  },
  "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_hamgas": {
      "img_count": 48,
      "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": "256",
    "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": 8,
  "ss_num_epochs": 400,
  "ss_num_reg_images": 0,
  "ss_num_train_images": 48,
  "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": "dbb70c299d7f1ce19024cb93a73f397503aa3dcb",
  "ss_seed": 3379619229,
  "ss_session_id": 3509618999,
  "ss_shuffle_caption": true,
  "ss_steps": 400,
  "ss_tag_frequency": {
    "1_hamgas": {
      "4 toes": 12,
      "5 fingers": 8,
      "<3": 2,
      "abs": 3,
      "accessory": 1,
      "all fours": 2,
      "anal": 3,
      "anal penetration": 3,
      "animal genitalia": 10,
      "animal penis": 5,
      "anthro": 47,
      "anthro on anthro": 3,
      "anthro penetrated": 1,
      "anthro penetrating": 1,
      "antlers": 1,
      "anus": 6,
      "armpit hair": 2,
      "ass up": 3,
      "backsack": 6,
      "ball tuft": 1,
      "balls": 28,
      "barefoot": 6,
      "beach": 1,
      "belt": 4,
      "biped": 10,
      "black body": 6,
      "black clothing": 3,
      "black fur": 6,
      "black hair": 2,
      "black stripes": 1,
      "blue body": 2,
      "blue clothing": 2,
      "blue eyes": 18,
      "blue fur": 2,
      "blue hair": 5,
      "blue sky": 2,
      "blush": 3,
      "bodily fluids": 5,
      "body hair": 2,
      "book": 1,
      "boots": 5,
      "bottomless": 10,
      "bottomwear": 15,
      "bottomwear down": 2,
      "bracelet": 3,
      "brown body": 5,
      "brown fur": 7,
      "brown hair": 3,
      "building": 5,
      "bulge": 2,
      "butt": 9,
      "canine penis": 1,
      "cape": 4,
      "cellphone": 1,
      "cheetah": 9,
      "chest tuft": 3,
      "city": 1,
      "claws": 16,
      "clothed": 36,
      "clothing": 39,
      "clothing lift": 1,
      "cloud": 13,
      "cock ring": 1,
      "collar": 1,
      "countershading": 6,
      "cowboy hat": 2,
      "cowgirl position": 1,
      "crossdressing": 1,
      "crouching": 1,
      "cum": 2,
      "cum in ass": 1,
      "cum on ground": 1,
      "day": 14,
      "denim": 1,
      "denim bottomwear": 1,
      "denim clothing": 1,
      "detailed background": 35,
      "digital media (artwork)": 42,
      "digitigrade": 7,
      "doggystyle": 1,
      "domestic cat": 7,
      "dragon": 2,
      "dripping": 2,
      "duo": 6,
      "ear piercing": 1,
      "eastern dragon": 1,
      "ejaculation": 1,
      "embrace": 1,
      "erection": 13,
      "explicit": 29,
      "eye contact": 1,
      "eyebrows": 1,
      "eyes closed": 1,
      "facial hair": 2,
      "feathered wings": 3,
      "feathers": 3,
      "feet": 16,
      "felid": 46,
      "feline": 22,
      "feline genitalia": 1,
      "feline penis": 1,
      "felis": 8,
      "female": 1,
      "feral": 1,
      "fingers": 15,
      "fire": 1,
      "flaccid": 2,
      "flower": 6,
      "footwear": 4,
      "foreskin": 4,
      "forest": 4,
      "from behind position": 2,
      "from front position": 1,
      "frottage": 1,
      "fully clothed": 2,
      "fur": 48,
      "furniture": 1,
      "furred dragon": 1,
      "genital fluids": 5,
      "genitals": 28,
      "girly": 1,
      "gloves": 1,
      "grass": 10,
      "green clothing": 1,
      "green eyes": 6,
      "green topwear": 1,
      "group": 1,
      "gun": 1,
      "hair": 34,
      "hamgas": 48,
      "hands behind head": 1,
      "handwear": 1,
      "happy trail": 1,
      "harness": 2,
      "hat": 7,
      "headgear": 7,
      "headwear": 7,
      "hindpaw": 1,
      "holding object": 3,
      "holding phone": 1,
      "hoodie": 4,
      "horn": 6,
      "hug": 1,
      "humanoid genitalia": 12,
      "humanoid penis": 12,
      "inside": 2,
      "jacket": 4,
      "jeans": 1,
      "jewelry": 12,
      "jockstrap": 1,
      "kissing": 1,
      "kneeling": 3,
      "knot": 2,
      "legwear": 1,
      "leopard": 2,
      "light": 1,
      "lion": 23,
      "loincloth": 2,
      "looking at another": 2,
      "looking at viewer": 24,
      "looking back": 7,
      "looking pleasured": 1,
      "lying": 1,
      "lynx": 2,
      "magic": 1,
      "male": 47,
      "male on bottom": 1,
      "male penetrated": 3,
      "male penetrating": 3,
      "male penetrating male": 3,
      "male/male": 6,
      "mammal": 48,
      "mane": 16,
      "markings": 5,
      "melanistic": 2,
      "moon": 3,
      "mostly nude": 2,
      "mountain": 3,
      "multicolored body": 1,
      "multicolored fur": 1,
      "muscular": 11,
      "muscular anthro": 9,
      "muscular male": 11,
      "nature": 1,
      "navel": 3,
      "necklace": 2,
      "necktie": 3,
      "night": 6,
      "nipples": 2,
      "no underwear": 1,
      "nude": 14,
      "on bottom": 1,
      "on front": 2,
      "on top": 1,
      "open clothing": 2,
      "open mouth": 3,
      "open shirt": 1,
      "open topwear": 2,
      "orange body": 9,
      "orange fur": 8,
      "outside": 34,
      "pantherine": 39,
      "pants": 10,
      "pants down": 2,
      "partially clothed": 3,
      "partially submerged": 3,
      "pattern clothing": 2,
      "pattern shirt": 1,
      "pattern topwear": 2,
      "pawpads": 6,
      "paws": 5,
      "pecs": 2,
      "penetration": 3,
      "penile": 1,
      "penile spines": 1,
      "penis": 24,
      "penis accessory": 1,
      "penis jewelry": 1,
      "penis tip": 3,
      "perineum": 6,
      "phone": 2,
      "piercing": 2,
      "pink body": 2,
      "pink fur": 2,
      "pink pawpads": 1,
      "pink penis": 1,
      "plaid": 1,
      "plaid clothing": 1,
      "planet": 2,
      "plant": 27,
      "portrait": 2,
      "precum": 4,
      "presenting": 6,
      "presenting anus": 2,
      "presenting hindquarters": 4,
      "pubes": 4,
      "public": 3,
      "questionable": 2,
      "raised tail": 3,
      "ranged weapon": 2,
      "rear view": 6,
      "red clothing": 2,
      "red hair": 3,
      "red topwear": 2,
      "rock": 1,
      "romantic": 1,
      "romantic ambiance": 1,
      "romantic couple": 1,
      "safe": 20,
      "sand": 1,
      "seaside": 1,
      "sex": 3,
      "shaded": 1,
      "sheath": 8,
      "shirt": 13,
      "shirt lift": 1,
      "shorts": 1,
      "simple background": 1,
      "sitting": 3,
      "skirt": 1,
      "sky": 26,
      "smartphone": 1,
      "smile": 43,
      "snow": 5,
      "snow leopard": 2,
      "solo": 42,
      "solo focus": 1,
      "space": 2,
      "spots": 10,
      "spotted body": 10,
      "spotted fur": 10,
      "spread legs": 1,
      "spreading": 3,
      "standing": 30,
      "star": 10,
      "starry sky": 3,
      "stockings": 1,
      "striped body": 7,
      "striped fur": 7,
      "stripes": 9,
      "suit": 2,
      "sunset": 1,
      "t-shirt": 1,
      "tail": 30,
      "tail markings": 2,
      "tail tuft": 4,
      "tail under skirt": 1,
      "tan body": 7,
      "tan fur": 6,
      "teeth": 9,
      "thigh highs": 1,
      "thong": 1,
      "tiger": 8,
      "tight clothing": 1,
      "toe claws": 2,
      "toes": 14,
      "tongue": 2,
      "tongue out": 1,
      "top hat": 1,
      "topless": 4,
      "topwear": 25,
      "torn clothing": 2,
      "tree": 18,
      "tuft": 24,
      "underwear": 3,
      "undressing": 1,
      "upskirt": 1,
      "water": 8,
      "weapon": 2,
      "whiskers": 11,
      "white balls": 1,
      "white body": 11,
      "white clothing": 1,
      "white fur": 10,
      "white hair": 2,
      "white topwear": 1,
      "window": 3,
      "wings": 3,
      "yellow body": 1,
      "yellow eyes": 2,
      "yellow fur": 1,
      "yellow sclera": 2
    }
  },
  "ss_text_encoder_lr": 0.0001,
  "ss_todo_factor": 2.0,
  "ss_todo_max_downsample": 2,
  "ss_total_batch_size": 96,
  "ss_training_comment": null,
  "ss_training_finished_at": 1709744069.0701103,
  "ss_training_started_at": 1709723400.72769,
  "ss_unet_lr": 0.0001,
  "ss_v2": false,
  "ss_zero_terminal_snr": false,
  "sshs_legacy_hash": "4b5ea6c5",
  "sshs_model_hash": "c9090f04a6b2d3252fd1b82fde22ed82fd9e9017ce2b13c56cc840703777da00"
}