Delete nikiciy_Illustrious
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- nikiciy_Illustrious/Run.sh +0 -69
- nikiciy_Illustrious/config/dataset_nikiciy_Illustrious.toml +0 -16
- nikiciy_Illustrious/config/training_nikiciy_Illustrious.toml +0 -61
- nikiciy_Illustrious/dataset/1105512.jpg +0 -3
- nikiciy_Illustrious/dataset/1105512.txt +0 -1
- nikiciy_Illustrious/dataset/1105512_0675x0900_sdxl.npz +0 -3
- nikiciy_Illustrious/dataset/1107124.jpg +0 -3
- nikiciy_Illustrious/dataset/1107124.txt +0 -1
- nikiciy_Illustrious/dataset/1107124_0950x0824_sdxl.npz +0 -3
- nikiciy_Illustrious/dataset/1111656.jpg +0 -3
- nikiciy_Illustrious/dataset/1111656.txt +0 -1
- nikiciy_Illustrious/dataset/1111656_1400x1050_sdxl.npz +0 -3
- nikiciy_Illustrious/dataset/1190573.jpg +0 -3
- nikiciy_Illustrious/dataset/1190573.txt +0 -1
- nikiciy_Illustrious/dataset/1190573_0675x0900_sdxl.npz +0 -3
- nikiciy_Illustrious/dataset/1285809.jpg +0 -3
- nikiciy_Illustrious/dataset/1285809.txt +0 -1
- nikiciy_Illustrious/dataset/1285809_0707x0900_sdxl.npz +0 -3
- nikiciy_Illustrious/dataset/1285810.jpg +0 -3
- nikiciy_Illustrious/dataset/1285810.txt +0 -1
- nikiciy_Illustrious/dataset/1285810_0730x0900_sdxl.npz +0 -3
- nikiciy_Illustrious/dataset/129920.jpg +0 -3
- nikiciy_Illustrious/dataset/129920.txt +0 -1
- nikiciy_Illustrious/dataset/129920_0877x0779_sdxl.npz +0 -3
- nikiciy_Illustrious/dataset/1308343.jpg +0 -3
- nikiciy_Illustrious/dataset/1308343.txt +0 -1
- nikiciy_Illustrious/dataset/1308343_1000x0950_sdxl.npz +0 -3
- nikiciy_Illustrious/dataset/141907.jpg +0 -3
- nikiciy_Illustrious/dataset/141907.txt +0 -1
- nikiciy_Illustrious/dataset/141907_1061x1514_sdxl.npz +0 -3
- nikiciy_Illustrious/dataset/1529543.jpg +0 -3
- nikiciy_Illustrious/dataset/1529543.txt +0 -1
- nikiciy_Illustrious/dataset/1529543_1050x1398_sdxl.npz +0 -3
- nikiciy_Illustrious/dataset/1540949.jpg +0 -3
- nikiciy_Illustrious/dataset/1540949.txt +0 -1
- nikiciy_Illustrious/dataset/1540949_1000x1200_sdxl.npz +0 -3
- nikiciy_Illustrious/dataset/1546556.jpg +0 -3
- nikiciy_Illustrious/dataset/1546556.txt +0 -1
- nikiciy_Illustrious/dataset/1546556_1200x1090_sdxl.npz +0 -3
- nikiciy_Illustrious/dataset/1575340.jpg +0 -3
- nikiciy_Illustrious/dataset/1575340.txt +0 -1
- nikiciy_Illustrious/dataset/1575340_1200x0974_sdxl.npz +0 -3
- nikiciy_Illustrious/dataset/1587013.jpg +0 -3
- nikiciy_Illustrious/dataset/1587013.txt +0 -1
- nikiciy_Illustrious/dataset/1587013_0950x1279_sdxl.npz +0 -3
- nikiciy_Illustrious/dataset/1630145.jpg +0 -3
- nikiciy_Illustrious/dataset/1630145.txt +0 -1
- nikiciy_Illustrious/dataset/1630145_0975x1300_sdxl.npz +0 -3
- nikiciy_Illustrious/dataset/164164.jpg +0 -3
- nikiciy_Illustrious/dataset/164164.txt +0 -1
nikiciy_Illustrious/Run.sh
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#!/bin/bash
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# (Необязательно, но хорошая практика)
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# --- Активация окружения ---
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# Убедитесь, что путь к вашему venv правильный!
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# source ./Loras/lora_env/bin/activate || exit 1 # Пример с выходом при ошибке
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echo "Starting LoRA Style Training Pipeline..."
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echo "Ensure your virtual environment is activated."
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echo "Using Python version: $(python --version)"
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echo "Using GPU: $(nvidia-smi --query-gpu=name --format=csv,noheader)"
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python master_train.py \
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--project_name "nikiciy_Illustrious" \
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--base_dir "./Loras" \
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--run_steps "tag,curate,config,train" \
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\
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--base_model "/mnt/e/stable-diffusion-webui/models/Stable-diffusion/SDXL/Ilust/illustriousXL_v01.safetensors" \
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--base_vae "stabilityai/sdxl-vae" \
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\
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--overwrite_tags \
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--tagging_method "wd14" \
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--tagger_threshold 0.45 \
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--tagger_batch_size 8 \
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--tagger_blacklist "photo, realistic, 3d, nsfw, lowres, bad anatomy, signature, watermark, text, artist name, virtual youtuber, parody, poorly drawn, amateur drawing, sketch" \
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--caption_extension ".txt" \
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--activation_tag "nikiciy-style," \
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--remove_tags "solo, duo, group, simple background, white background, grey background, gradient background, abstract background, looking at viewer, upper body, full body, portrait (если не всегда портреты), absurdres, highres, bad quality, normal quality, signature, artist name, text, watermark, logo, copyright, traditional media, scan, photo, official art, fanart, commission, request, meme, joke, parody, nsfw, sfw, child, loli, shota" \
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--remove_duplicate_tags \
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--sort_tags_alpha \
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\
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--resolution 1024 \
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--keep_tokens 1 \
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--preferred_unit "Epochs" \
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--how_many 20 \
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--save_every_n_epochs 1 \
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--keep_only_last_n_epochs 20 \
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--auto_repeats \
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\
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--unet_lr 1.8e-4 \
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--text_encoder_lr 3e-5 \
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--lr_scheduler "cosine_with_restarts" \
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--lr_scheduler_num_cycles 3 \
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--lr_warmup_ratio 0.06 \
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--min_snr_gamma 5.0 \
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\
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--lora_type "LoRA" \
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--network_dim 16 \
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--network_alpha 32 \
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\
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--optimizer "AdamW8bit" \
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--optimizer_args "weight_decay=0.1 betas=[0.9,0.99]" \
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--train_batch_size 4 \
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--precision "bf16" \
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--cross_attention "sdpa" \
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--cache_latents \
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--cache_latents_to_disk \
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--gradient_checkpointing \
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--seed 42 \
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--max_bucket_reso 2048 \
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--num_cpu_threads 12
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# --- Проверка завершения ---
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EXIT_CODE=$?
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if [ $EXIT_CODE -eq 0 ]; then
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echo "Master script finished successfully."
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else
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echo "Master script failed with exit code $EXIT_CODE."
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fi
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nikiciy_Illustrious/config/dataset_nikiciy_Illustrious.toml
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[[datasets]]
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[[datasets.subsets]]
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image_dir = "/home/user/Local_train/Loras/nikiciy_Illustrious/dataset"
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num_repeats = 2
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caption_extension = ".txt"
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[general]
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resolution = 1024
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keep_tokens = 1
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flip_aug = false
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enable_bucket = true
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bucket_reso_steps = 64
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min_bucket_reso = 256
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max_bucket_reso = 2048
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bucket_no_upscale = false
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nikiciy_Illustrious/config/training_nikiciy_Illustrious.toml
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[model_arguments]
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pretrained_model_name_or_path = "/mnt/e/stable-diffusion-webui/models/Stable-diffusion/SDXL/Ilust/illustriousXL_v01.safetensors"
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vae = "stabilityai/sdxl-vae"
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v_parameterization = false
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[network_arguments]
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unet_lr = 0.00018
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text_encoder_lr = 3e-5
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network_dim = 16
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network_alpha = 32
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network_module = "networks.lora"
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network_train_unet_only = false
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[optimizer_arguments]
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optimizer_type = "AdamW8bit"
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learning_rate = 0.00018
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optimizer_args = [ "weight_decay=0.1", "betas=[0.9,0.99]",]
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lr_scheduler = "cosine_with_restarts"
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lr_warmup_steps = 240
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lr_scheduler_num_cycles = 3
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max_grad_norm = 1.0
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loss_type = "l2"
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[dataset_arguments]
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cache_latents = true
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cache_latents_to_disk = true
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cache_text_encoder_outputs = false
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keep_tokens = 1
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shuffle_caption = true
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caption_extension = ".txt"
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[training_arguments]
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output_dir = "/home/user/Local_train/Loras/nikiciy_Illustrious/output"
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output_name = "nikiciy_Illustrious"
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save_precision = "fp16"
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save_every_n_epochs = 1
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save_last_n_epochs = 20
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save_model_as = "safetensors"
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max_train_epochs = 20
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max_data_loader_n_workers = 2
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persistent_data_loader_workers = true
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seed = 42
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gradient_checkpointing = true
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gradient_accumulation_steps = 1
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mixed_precision = "bf16"
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full_bf16 = false
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logging_dir = "/home/user/Local_train/Loras/nikiciy_Illustrious/logs"
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log_prefix = "nikiciy_Illustrious"
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log_with = "tensorboard"
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lowram = false
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train_batch_size = 4
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xformers = false
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sdpa = true
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min_snr_gamma = 5.0
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max_token_length = 225
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bucket_reso_steps = 64
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min_bucket_reso = 256
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max_bucket_reso = 2048
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bucket_no_upscale = false
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enable_bucket = true
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zero_terminal_snr = false
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nikiciy_Illustrious/dataset/1105512.jpg
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nikiciy_Illustrious/dataset/1105512.txt
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nikiciy-style, 1boy, :p, animal ears, barefoot, belly, belly grab, blue eyes, blush, dog boy, dog ears, fat, fat man, furry, furry male, green background, green scarf, hood, jacket, male focus, open clothes, pants, plump, scarf, short hair, sitting, snout, striped background, tail, thick eyebrows, tongue, tongue out, yellow fur
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nikiciy_Illustrious/dataset/1105512_0675x0900_sdxl.npz
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version https://git-lfs.github.com/spec/v1
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oid sha256:22165edef27928a34bf4028f0b8812a4fefa0a7c521d0c86163db645d3a908ea
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size 258872
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nikiciy_Illustrious/dataset/1107124.jpg
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nikiciy_Illustrious/dataset/1107124.txt
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nikiciy-style, ..., 1boy, abs, animal ears, bara, blush, brown fur, bulge, chest harness, cow ears, cow horns, cow tail, feet out of frame, furry, furry male, harness, horns, large pectorals, male focus, minotaur, muscular, muscular male, navel, nipples, nose piercing, pectorals, piercing, short hair, shorts, stomach, sweat, tail, thick thighs, thighs, topless male, white hair
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nikiciy_Illustrious/dataset/1107124_0950x0824_sdxl.npz
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version https://git-lfs.github.com/spec/v1
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oid sha256:c3642ce3f6a4fa831ffffe4b76ba941a8969f4c3ae83060c394d9f17f927580f
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size 261944
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nikiciy_Illustrious/dataset/1111656.jpg
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nikiciy_Illustrious/dataset/1111656.txt
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nikiciy-style, 1boy, animal ears, bara, belly, blush, brown fur, cowboy shot, dog boy, dog ears, furry, furry male, gakuran, holding, male focus, muscular, muscular male, pants, pectorals, plump, rope, school uniform, shirt, short hair, sleeves rolled up, snout, thick eyebrows, thick thighs, thighs, two-tone fur, water, white shirt
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nikiciy_Illustrious/dataset/1111656_1400x1050_sdxl.npz
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version https://git-lfs.github.com/spec/v1
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oid sha256:a1b656b3785f88dfca7d7e1d49479fbc5fb8a3586b9f02070366cd3f7327619e
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nikiciy_Illustrious/dataset/1190573.jpg
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nikiciy_Illustrious/dataset/1190573.txt
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nikiciy-style, 1boy, abs, armpit hair, armpits, arms behind head, bara, black bowtie, blush, bow, bowtie, bulge, chest hair, demon horns, facial hair, fang, furry, furry male, goatee, horns, large pectorals, long sideburns, male focus, male underwear, mature male, muscular, muscular male, navel, nipples, pectorals, pink fur, short hair, sideburns, spread legs, squatting, stomach, thick eyebrows, thick thighs, thighhighs, thighs, topless male, tusks, underwear
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version https://git-lfs.github.com/spec/v1
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oid sha256:f081406dfc8daa8180fe7fdbcd0bc7b6f783ef43a5a2452e911302d17c56fbe4
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nikiciy-style, 1boy, animal ears, baozi, belly, blush, brown fur, fat, food, furry, furry male, green jacket, holding, hood, jacket, male focus, navel, plump, tail, thick eyebrows
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version https://git-lfs.github.com/spec/v1
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size 258872
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nikiciy-style, 1boy, animal ears, ass, ass focus, bara, bear ears, blush, brown fur, from behind, fundoshi, furry, furry male, jacket, japanese clothes, male focus, male underwear, muscular, muscular male, plump, short hair, sweatdrop, thick thighs, thighs, underwear
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nikiciy_Illustrious/dataset/129920.jpg
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nikiciy_Illustrious/dataset/129920.txt
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nikiciy-style, 1boy, animal ears, blush, furry, furry male, jewelry, male focus, necklace, red shirt, saliva, scar, scar across eye, scar on face, shirt, snout, tail, teeth, wolf ears, wolf tail
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nikiciy_Illustrious/dataset/1308343.jpg
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nikiciy_Illustrious/dataset/1308343.txt
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@@ -1 +0,0 @@
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| 1 |
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nikiciy-style, 1boy, bara, belly, blonde hair, briefs, bulge, dark skin, erection, erection under clothes, feet out of frame, furry, furry male, large pectorals, male focus, male swimwear, male underwear, muscular, muscular male, navel, nipples, pectorals, plump, short hair, spread legs, stomach, swim briefs, tentacles, tentacles on male, thick thighs, thighs, topless male, underwear
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nikiciy_Illustrious/dataset/1308343_1000x0950_sdxl.npz
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nikiciy_Illustrious/dataset/141907.jpg
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nikiciy_Illustrious/dataset/141907.txt
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| 1 |
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nikiciy-style, 3boys, 4boys, anal, animal ears, bara, belly, blush, bound, bound wrists, completely nude, cum, cum in ass, cum on body, cum on boy, cum on pectorals, ejaculating while penetrated, ejaculation, erection, facial, fat, fat man, foreskin, furry, furry male, furry with furry, furry with non-furry, gangbang, group sex, handsfree ejaculation, interspecies, large pectorals, male focus, multiple boys, multiple penises, muscular, muscular male, navel, nipples, nude, overflow, pectorals, penis, plump, rope, sex, short hair, solo focus, spread legs, stomach, testicles, thick thighs, thighs, uncensored, yaoi
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nikiciy_Illustrious/dataset/141907_1061x1514_sdxl.npz
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version https://git-lfs.github.com/spec/v1
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nikiciy_Illustrious/dataset/1529543.txt
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nikiciy-style, 1boy, animal ears, bara, belly, blue hair, blue jacket, blush, breath, brown fur, bulge, clothes lift, clothes pull, cowboy shot, fat, fundoshi, furry, furry male, jacket, japanese clothes, male focus, mohawk, muscular male, navel, pants, pants pull, pectorals, plump, seductive smile, shirt lift, short hair, stomach, thick eyebrows, tongue, tongue out, underwear
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nikiciy_Illustrious/dataset/1529543_1050x1398_sdxl.npz
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nikiciy_Illustrious/dataset/1540949.txt
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| 1 |
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nikiciy-style, 1boy, animal ears, bird, black pants, blush, body fur, claws, fingerless gloves, furry, furry male, gloves, green eyes, indian style, male focus, mouth hold, pants, purple eyes, sitting, smile, tail, tiger boy, tiger ears, tiger tail, topless male, whiskers
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nikiciy_Illustrious/dataset/1540949_1000x1200_sdxl.npz
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nikiciy_Illustrious/dataset/1546556.jpg
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nikiciy_Illustrious/dataset/1546556.txt
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| 1 |
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nikiciy-style, 1koma, 2boys, animal ears, bara, belly, blush, brown fur, bulge, comic, fat, feet out of frame, furry, furry male, furry with furry, jewelry, large pectorals, male focus, multiple boys, muscular, muscular male, pectorals, pelvic curtain, plump, short hair, thick thighs, thighs, yaoi
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nikiciy_Illustrious/dataset/1546556_1200x1090_sdxl.npz
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nikiciy_Illustrious/dataset/1575340.jpg
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nikiciy_Illustrious/dataset/1575340.txt
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| 1 |
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nikiciy-style, 1boy, animal ears, bandaid, bandaid on face, blue overalls, blue sky, blush, closed eyes, cloud, day, fat, fat man, food, furry, furry male, hat, holding, holding food, holding vegetable, jack-o'-lantern, male focus, open mouth, overalls, plump, pumpkin, sky, smile, straw hat, thick eyebrows, vegetable
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nikiciy_Illustrious/dataset/1575340_1200x0974_sdxl.npz
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nikiciy_Illustrious/dataset/1587013.jpg
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nikiciy_Illustrious/dataset/1587013.txt
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| 1 |
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nikiciy-style, 1boy, animal ears, bara, bead necklace, belly, blue hair, blush, chest hair, facial hair, fat, fat man, furry, furry male, holding, holding polearm, holding staff, jewelry, large pectorals, long sideburns, male focus, muscular, muscular male, navel, necklace, nipples, pants, pectorals, plump, sandals, short hair, sideburns, staff, stomach, thick eyebrows, topless male, tusks, weapon, white pants
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nikiciy_Illustrious/dataset/1587013_0950x1279_sdxl.npz
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nikiciy_Illustrious/dataset/1630145.jpg
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nikiciy_Illustrious/dataset/1630145.txt
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@@ -1 +0,0 @@
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| 1 |
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nikiciy-style, 1boy, animal ears, ass, ass focus, ass grab, bandaid, bara, blue hair, blush, bodysuit, bulge, from behind, furry, furry male, goggles, male focus, muscular, muscular male, plump, short hair, tail, thick thighs, thighs
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nikiciy_Illustrious/dataset/1630145_0975x1300_sdxl.npz
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version https://git-lfs.github.com/spec/v1
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size 258872
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nikiciy_Illustrious/dataset/164164.jpg
DELETED
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nikiciy_Illustrious/dataset/164164.txt
DELETED
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@@ -1 +0,0 @@
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| 1 |
-
nikiciy-style, 1boy, abs, animal ears, bara, bear ears, belly, blush, breath, brown fur, completely nude, cum, cum on body, erection, foreskin, furry, furry male, large pectorals, male focus, male masturbation, male pubic hair, masturbation, muscular, muscular male, navel, nipples, nude, pectorals, penis, plump, pubic hair, short hair, stomach, testicles, thick eyebrows, thick thighs, thighs, uncensored
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