{
  "modelspec.architecture": "stable-diffusion-xl-v1-base/lora",
  "modelspec.date": "2024-02-04T06:49:37",
  "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": 140,
        "resolution": [
          608,
          1024
        ]
      },
      "1": {
        "count": 70,
        "resolution": [
          640,
          1024
        ]
      },
      "10": {
        "count": 70,
        "resolution": [
          1024,
          512
        ]
      },
      "11": {
        "count": 70,
        "resolution": [
          1024,
          576
        ]
      },
      "12": {
        "count": 70,
        "resolution": [
          1024,
          672
        ]
      },
      "13": {
        "count": 140,
        "resolution": [
          1024,
          736
        ]
      },
      "14": {
        "count": 140,
        "resolution": [
          1024,
          768
        ]
      },
      "15": {
        "count": 70,
        "resolution": [
          1024,
          832
        ]
      },
      "16": {
        "count": 70,
        "resolution": [
          1024,
          896
        ]
      },
      "17": {
        "count": 70,
        "resolution": [
          1024,
          928
        ]
      },
      "18": {
        "count": 140,
        "resolution": [
          1024,
          1024
        ]
      },
      "2": {
        "count": 350,
        "resolution": [
          672,
          1024
        ]
      },
      "3": {
        "count": 280,
        "resolution": [
          704,
          1024
        ]
      },
      "4": {
        "count": 420,
        "resolution": [
          736,
          1024
        ]
      },
      "5": {
        "count": 490,
        "resolution": [
          768,
          1024
        ]
      },
      "6": {
        "count": 350,
        "resolution": [
          800,
          1024
        ]
      },
      "7": {
        "count": 140,
        "resolution": [
          832,
          1024
        ]
      },
      "8": {
        "count": 140,
        "resolution": [
          864,
          1024
        ]
      },
      "9": {
        "count": 280,
        "resolution": [
          896,
          1024
        ]
      }
    },
    "mean_img_ar_error": 0.00703103081226208
  },
  "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": {
    "70_lovander": {
      "img_count": 50,
      "n_repeats": 70
    }
  },
  "ss_debiased_estimation": false,
  "ss_enable_bucket": true,
  "ss_epoch": 10,
  "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": 370,
  "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": "4",
    "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": 440,
  "ss_num_epochs": 10,
  "ss_num_reg_images": 0,
  "ss_num_train_images": 3500,
  "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": "ponydiffusers",
  "ss_sd_scripts_commit_hash": "62fbae6b3eedffbefd5964dd5c60c492ae905fc7",
  "ss_seed": 894816765,
  "ss_session_id": 2580585302,
  "ss_shuffle_caption": false,
  "ss_steps": 370,
  "ss_tag_frequency": {
    "70_lovander": {
      "!?": 1,
      "(long hair)": 2,
      "(snout)": 1,
      "1boy": 2,
      "1girl": 2,
      ":3": 1,
      "abs": 2,
      "all fours": 1,
      "alternate color": 1,
      "animal ears": 2,
      "animal feet": 1,
      "anthro": 50,
      "anus": 10,
      "apron": 1,
      "arm up": 2,
      "armpits": 2,
      "arms behind back": 1,
      "artist name": 8,
      "ass": 10,
      "ass focus": 1,
      "ass visible through thighs": 1,
      "assault rifle": 1,
      "bar censor": 1,
      "bare shoulders": 1,
      "barefoot": 2,
      "beak": 1,
      "black background": 3,
      "black fur": 1,
      "black gloves": 1,
      "black panties": 1,
      "black sclera": 2,
      "black thighhighs": 1,
      "blue background": 1,
      "blue eyes": 5,
      "blue sky": 7,
      "blurry": 4,
      "blurry background": 4,
      "blush": 17,
      "body fur": 13,
      "border": 6,
      "bow": 1,
      "breasts": 39,
      "breasts apart": 7,
      "breath": 3,
      "brown hair": 1,
      "buttons": 1,
      "censored": 1,
      "chinese text": 1,
      "choker": 1,
      "cleavage": 1,
      "cleavage cutout": 1,
      "clitoral hood": 1,
      "clitoris": 1,
      "closed mouth": 5,
      "clothes lift": 1,
      "clothing cutout": 1,
      "cloud": 6,
      "collarbone": 4,
      "colored sclera": 4,
      "colored skin": 19,
      "completely nude": 10,
      "condom": 2,
      "condom wrapper": 1,
      "cowboy shot": 10,
      "cowgirl position": 1,
      "cropped torso": 1,
      "crossed legs": 1,
      "day": 9,
      "dildo": 1,
      "dildo riding": 1,
      "dress": 1,
      "dress lift": 1,
      "drooling": 6,
      "dutch angle": 1,
      "egg": 1,
      "elbow gloves": 1,
      "english text": 11,
      "erection": 2,
      "eyeshadow": 3,
      "female": 47,
      "female masturbation": 4,
      "fingerless gloves": 1,
      "frilled apron": 1,
      "frills": 1,
      "from behind": 10,
      "from below": 2,
      "full body": 7,
      "fur collar": 2,
      "furry": 2,
      "furry chest": 1,
      "furry female": 1,
      "furry with non-furry": 2,
      "futanari": 1,
      "girl on top": 1,
      "gloves": 2,
      "grabbing own ass": 1,
      "grabbing own breast": 3,
      "gradient": 8,
      "gradient background": 8,
      "grass": 4,
      "green eyes": 1,
      "grey background": 3,
      "gun": 1,
      "half-closed eyes": 11,
      "hand between legs": 1,
      "hand on hip": 5,
      "hand up": 5,
      "hands up": 1,
      "happy": 7,
      "health bar": 1,
      "heart": 20,
      "heart collar": 1,
      "heart hands": 1,
      "heart pasties": 1,
      "heart-shaped furry chest": 44,
      "heart-shaped pupils": 4,
      "hetero": 2,
      "holding": 4,
      "holding condom": 2,
      "holding gun": 2,
      "holding weapon": 1,
      "horns": 1,
      "huge breasts": 5,
      "human male": 1,
      "indoors": 2,
      "interspecies": 2,
      "inverted nipples": 1,
      "kalashnikov rifle": 2,
      "kneeling": 5,
      "lactation": 1,
      "large areolae": 2,
      "large breasts": 24,
      "letterboxed": 1,
      "licking lips": 2,
      "lifted by self": 1,
      "long ears": 50,
      "long hair": 54,
      "long tongue": 1,
      "looking at another": 1,
      "looking at viewer": 31,
      "looking back": 9,
      "lovander": 50,
      "lying": 2,
      "maid": 1,
      "maid headdress": 1,
      "makeup": 4,
      "male": 3,
      "male focus": 1,
      "mars symbol": 1,
      "masturbation": 4,
      "medium breasts": 3,
      "motion lines": 1,
      "multicolored skin": 7,
      "navel": 23,
      "nipple piercing": 1,
      "nipples": 24,
      "no panties": 1,
      "nose blush": 3,
      "nude": 31,
      "object insertion": 1,
      "on back": 2,
      "on ground": 1,
      "open mouth": 18,
      "outdoors": 9,
      "outline": 1,
      "outside border": 2,
      "panties": 3,
      "pasties": 2,
      "penis": 4,
      "piercing": 2,
      "pink background": 1,
      "pink bow": 1,
      "pink choker": 1,
      "pink dress": 1,
      "pink eyes": 5,
      "pink eyeshadow": 1,
      "pink fur": 7,
      "pink gloves": 1,
      "pink hair": 1,
      "pink scrunchie": 1,
      "pink skin": 24,
      "pink theme": 3,
      "pokemon": 2,
      "ponytail": 1,
      "presenting": 3,
      "puffy short sleeves": 1,
      "puffy sleeves": 1,
      "purple background": 1,
      "purple eyes": 12,
      "purple eyeshadow": 1,
      "purple skin": 3,
      "pussy": 20,
      "pussy juice": 8,
      "red eyes": 4,
      "red fur": 1,
      "rifle": 2,
      "sagging breasts": 1,
      "saliva": 6,
      "scrunchie": 1,
      "sex": 1,
      "sex toy": 1,
      "sheep girl": 1,
      "shiny": 6,
      "shiny clothes": 1,
      "shiny skin": 10,
      "short sleeves": 1,
      "simple background": 20,
      "sitting": 5,
      "sketch": 1,
      "skin fang": 1,
      "sky": 6,
      "sleeveless": 1,
      "smile": 15,
      "snout": 49,
      "socks": 1,
      "solo": 42,
      "solo focus": 1,
      "sparkle": 1,
      "speech bubble": 6,
      "spread ass": 1,
      "spread legs": 5,
      "standing": 13,
      "steam": 2,
      "steaming body": 2,
      "stomach": 5,
      "straddling": 1,
      "sweat": 13,
      "symbol-shaped pupils": 5,
      "tail": 28,
      "talking": 1,
      "teeth": 1,
      "testicles": 3,
      "thick thighs": 19,
      "thigh strap": 1,
      "thighs": 22,
      "toeless legwear": 1,
      "tongue": 24,
      "tongue out": 20,
      "top-down bottom-up": 2,
      "tree": 1,
      "trigger discipline": 1,
      "two-tone fur": 10,
      "two-tone skin": 3,
      "uncensored": 21,
      "underwear": 4,
      "upper body": 1,
      "vaginal": 2,
      "vaginal object insertion": 1,
      "venus symbol": 1,
      "waist apron": 1,
      "watermark": 3,
      "weapon": 1,
      "web address": 1,
      "white apron": 1,
      "white background": 5,
      "white border": 2,
      "white fur": 3,
      "wide hips": 12,
      "wings": 2,
      "wrist scrunchie": 2,
      "yellow background": 1,
      "yellow eyes": 1
    }
  },
  "ss_text_encoder_lr": 0.0001,
  "ss_total_batch_size": 96,
  "ss_training_comment": null,
  "ss_training_finished_at": 1707029377.30357,
  "ss_training_started_at": 1706999745.7874715,
  "ss_unet_lr": 0.0001,
  "ss_v2": false,
  "ss_zero_terminal_snr": false,
  "sshs_legacy_hash": "b24d9f2a",
  "sshs_model_hash": "fbe220d021622987d87cf4305dc1318d1a6dd70c877025efead7fc52339beb70"
}