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- Pumpkin_Illustrious/Run_Pumpkin_Illustrious.sh +70 -0
- Pumpkin_Illustrious/config/dataset_Pumpkin_Illustrious.toml +16 -0
- Pumpkin_Illustrious/config/training_Pumpkin_Illustrious.toml +61 -0
- Pumpkin_Illustrious/dataset/0b91fa078378835699e78ffc33ba3377.txt +1 -0
- Pumpkin_Illustrious/dataset/295ab995962b18b7a3582dccd7530666.txt +1 -0
- Pumpkin_Illustrious/dataset/32ea6b26d5a9823d.txt +1 -0
- Pumpkin_Illustrious/dataset/3d60480df86fa948.txt +1 -0
- Pumpkin_Illustrious/dataset/5016ca56-f4cf-4803-85cc-06664c50f7d4_12f13d8c-c813-4211-ae5f-d9a92c0d802a.txt +1 -0
- Pumpkin_Illustrious/dataset/5244f1293f229756.txt +1 -0
- Pumpkin_Illustrious/dataset/555187767c5afa83.txt +1 -0
- Pumpkin_Illustrious/dataset/70f93fe0617dca05.txt +1 -0
- Pumpkin_Illustrious/dataset/756da18a3a989fd5.txt +1 -0
- Pumpkin_Illustrious/dataset/785935edece94aa6.txt +1 -0
- Pumpkin_Illustrious/dataset/86f1e0d83f3cb0f0.txt +1 -0
- Pumpkin_Illustrious/dataset/97371b47ca2c2ad224376248c158eaae.txt +1 -0
- Pumpkin_Illustrious/dataset/GP7mB1PasAAjSOQ.txt +1 -0
- Pumpkin_Illustrious/dataset/GTY1_cubQAAL_bc.txt +1 -0
- Pumpkin_Illustrious/dataset/GY1_cfCaoAADtPs.txt +1 -0
- Pumpkin_Illustrious/dataset/a79c6c659f42024e9123f6d9d561fb6d.txt +1 -0
- Pumpkin_Illustrious/dataset/aee5daf9c6850f8b5a3a6fd817846206.txt +1 -0
- Pumpkin_Illustrious/dataset/b5600a02218342d2.txt +1 -0
- Pumpkin_Illustrious/dataset/c1699a606fe5268a2f4e6f6d8994e460.txt +1 -0
- Pumpkin_Illustrious/dataset/c4417057f8887af7.txt +1 -0
- Pumpkin_Illustrious/dataset/d4cacd8abe7e4fec.txt +1 -0
- Pumpkin_Illustrious/dataset/e9b7dbb82e7d06e170c402a52e6f36dd.txt +1 -0
- anai_aggretsuko_Illustrious/Run_anai_aggretsuko_Illustrious.sh +70 -0
- anai_aggretsuko_Illustrious/Run_scrape_anai_aggretsuko.sh +26 -0
- anai_aggretsuko_Illustrious/config/dataset_anai_aggretsuko_Illustrious.toml +16 -0
- anai_aggretsuko_Illustrious/config/training_anai_aggretsuko_Illustrious.toml +61 -0
- anai_aggretsuko_Illustrious/dataset/114085429_p0.txt +1 -0
- anai_aggretsuko_Illustrious/dataset/114085429_p1.txt +1 -0
- anai_aggretsuko_Illustrious/dataset/114085429_p10.txt +1 -0
- anai_aggretsuko_Illustrious/dataset/114085429_p2.txt +1 -0
- anai_aggretsuko_Illustrious/dataset/114085429_p3.txt +1 -0
- anai_aggretsuko_Illustrious/dataset/114085429_p4.txt +1 -0
- anai_aggretsuko_Illustrious/dataset/114085429_p5.txt +1 -0
- anai_aggretsuko_Illustrious/dataset/114085429_p6.txt +1 -0
- anai_aggretsuko_Illustrious/dataset/114085429_p7.txt +1 -0
- anai_aggretsuko_Illustrious/dataset/114085429_p8.txt +1 -0
- anai_aggretsuko_Illustrious/dataset/114085429_p9.txt +1 -0
- anai_aggretsuko_Illustrious/dataset/115853859_p0.txt +1 -0
- anai_aggretsuko_Illustrious/dataset/115853859_p1.txt +1 -0
- anai_aggretsuko_Illustrious/dataset/115853859_p2.txt +1 -0
- anai_aggretsuko_Illustrious/dataset/120270085_p0.txt +1 -0
- anai_aggretsuko_Illustrious/dataset/120270085_p1.txt +1 -0
- anai_aggretsuko_Illustrious/dataset/120270085_p2.txt +1 -0
- anai_aggretsuko_Illustrious/dataset/120270085_p3.txt +1 -0
- anai_aggretsuko_Illustrious/dataset/120270085_p4.txt +1 -0
- anai_aggretsuko_Illustrious/dataset/1940096 2794705 Anai.txt +1 -0
- anai_aggretsuko_Illustrious/dataset/1940102 2794711 Anal on Anai.txt +1 -0
Pumpkin_Illustrious/Run_Pumpkin_Illustrious.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 "Pumpkin_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 16 \
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--tagger_blacklist "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 "Pumpk1n, muscular" \
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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, 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 10 \
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--save_every_n_epochs 1 \
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--keep_only_last_n_epochs 10 \
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--auto_repeats \
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\
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--unet_lr 3e-4 \
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--text_encoder_lr 6e-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 0.05 \
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--min_snr_gamma 7.0 \
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\
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--lora_type "LoRA" \
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--network_dim 32 \
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--network_alpha 16 \
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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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--auto_vram_params \
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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 4096 \
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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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Pumpkin_Illustrious/config/dataset_Pumpkin_Illustrious.toml
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[[datasets]]
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[[datasets.subsets]]
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image_dir = "/home/user/Local_train/Loras/Pumpkin_Illustrious/dataset"
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num_repeats = 7
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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 = 4096
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bucket_no_upscale = false
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Pumpkin_Illustrious/config/training_Pumpkin_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 = 0.0003
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text_encoder_lr = 6e-5
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network_dim = 32
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network_alpha = 16
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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 = 0.0003
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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 = 19
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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/Pumpkin_Illustrious/output"
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output_name = "Pumpkin_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 = 10
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save_model_as = "safetensors"
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max_train_epochs = 10
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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/Pumpkin_Illustrious/logs"
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log_prefix = "Pumpkin_Illustrious"
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log_with = "tensorboard"
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lowram = false
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| 51 |
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train_batch_size = 4
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xformers = false
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| 53 |
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sdpa = true
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| 54 |
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min_snr_gamma = 7.0
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max_token_length = 225
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| 56 |
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bucket_reso_steps = 64
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| 57 |
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min_bucket_reso = 256
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| 58 |
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max_bucket_reso = 4096
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| 59 |
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bucket_no_upscale = false
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| 60 |
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enable_bucket = true
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| 61 |
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zero_terminal_snr = false
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Pumpkin_Illustrious/dataset/0b91fa078378835699e78ffc33ba3377.txt
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Pumpk1n, muscular, 1boy, arm strap, collared shirt, colored skin, cowboy shot, halloween, hand on own chest, humanization, jack-o'-lantern, male focus, muscular male, necktie, pants, personification, pumpkin, purple necktie, purple pants, purple vest, shirt, sleeves rolled up, standing, vest, white shirt
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Pumpkin_Illustrious/dataset/295ab995962b18b7a3582dccd7530666.txt
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Pumpk1n, muscular, 1boy, abs, bara, bulge, colored skin, halloween, halloween costume, jack-o'-lantern, male focus, muscular male, pants, pectorals, purple background, red eyes, smile, topless male
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Pumpkin_Illustrious/dataset/32ea6b26d5a9823d.txt
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Pumpk1n, muscular, 1boy, :3, animal ears, black jacket, cape, cat ears, fangs, halloween, jack-o'-lantern, male focus, open mouth, smile, sparkle, straight-on, zipper
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Pumpkin_Illustrious/dataset/3d60480df86fa948.txt
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Pumpk1n, muscular, 1boy, abs, bara, black skin, censored, colored skin, completely nude, drooling, fangs, fire, heart, jack-o'-lantern, large pectorals, male focus, mouth drool, multiple views, muscular male, navel, nude, pectorals, penis, personification, pokemon (creature), pumpkin, smile, stomach
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Pumpkin_Illustrious/dataset/5016ca56-f4cf-4803-85cc-06664c50f7d4_12f13d8c-c813-4211-ae5f-d9a92c0d802a.txt
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Pumpk1n, muscular, 1boy, abs, bara, black skin, blush, collared shirt, colored skin, large pectorals, male focus, monster boy, muscular male, partially unbuttoned, pectoral cleavage, pectorals, shirt, smile
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Pumpkin_Illustrious/dataset/5244f1293f229756.txt
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Pumpk1n, muscular, 1boy, abs, bara, black background, black skin, black theme, colored skin, drooling, fiery hair, fire, jack-o'-lantern, large pectorals, male focus, mouth drool, muscular male, no nipples, pectorals, pumpkin, smile, straight-on
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Pumpkin_Illustrious/dataset/555187767c5afa83.txt
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Pumpk1n, muscular, 1boy, abs, bara, black skin, colored skin, cropped legs, drooling, food, jack-o'-lantern, male focus, monster boy, muscular male, object head, pants, pectorals, pumpkin, smile, sparkle, topless male
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Pumpkin_Illustrious/dataset/70f93fe0617dca05.txt
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Pumpk1n, muscular, 1boy, abs, bara, bulge, colored skin, cropped legs, from below, grey skin, large pectorals, male focus, muscular male, naked towel, navel, no nipples, open mouth, pectorals, purple eyes, purple tongue, smile, sparkle, topless male, towel
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Pumpkin_Illustrious/dataset/756da18a3a989fd5.txt
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Pumpk1n, muscular, 1boy, abs, bandaged arm, bandages, bat wings, black pants, cowboy shot, jack-o'-lantern, jewelry, male focus, pants, pumpkin, red eyes, ring, scarf, smile, spot color, topless male, wings
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Pumpkin_Illustrious/dataset/785935edece94aa6.txt
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Pumpk1n, muscular, 1boy, black gloves, black jacket, collared shirt, flying sweatdrops, formal, gloves, halloween, index fingers together, jack-o'-lantern, jacket, long sleeves, male focus, necktie, pumpkin, red necktie, shirt, suit, vest, white shirt
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Pumpkin_Illustrious/dataset/86f1e0d83f3cb0f0.txt
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Pumpk1n, muscular, 1boy, abs, bara, colored skin, cowboy shot, green eyes, halloween, halloween costume, jack-o'-lantern, large pectorals, male focus, monster boy, muscular male, navel, no nipples, pectorals, slime (substance), smile, sparkle, stitches, stomach, topless male
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Pumpkin_Illustrious/dataset/97371b47ca2c2ad224376248c158eaae.txt
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| 1 |
+
Pumpk1n, muscular, 1boy, bara, belt, black pants, black skin, blank eyes, blush, bulge, collared shirt, colored skin, grin, large pectorals, male focus, monster boy, muscular male, pants, partially unbuttoned, pectoral cleavage, pectorals, shirt, smile, tight clothes
|
Pumpkin_Illustrious/dataset/GP7mB1PasAAjSOQ.txt
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
Pumpk1n, muscular, 1boy, black gloves, black pants, black vest, collared shirt, gloves, halloween, halloween costume, jacket, jacket on shoulders, long sleeves, male focus, muscular male, object head, pants, red background, shirt, vampire, vest, white shirt
|
Pumpkin_Illustrious/dataset/GTY1_cubQAAL_bc.txt
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
Pumpk1n, muscular, 1boy, bara, black pants, black skin, black vest, collared shirt, colored skin, cropped legs, halloween, halloween costume, large hands, large pectorals, male focus, monster boy, muscular male, pants, pectoral cleavage, pectorals, shirt, sparkle, vest, white shirt
|
Pumpkin_Illustrious/dataset/GY1_cfCaoAADtPs.txt
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
Pumpk1n, muscular, 1boy, ascot, bandaged arm, bandages, black coat, coat, colored skin, cropped legs, glowing, green eyes, green skin, halloween, halloween costume, male focus, monster boy, muscular male, pants, sleeves rolled up, smile, sparkle
|
Pumpkin_Illustrious/dataset/a79c6c659f42024e9123f6d9d561fb6d.txt
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
Pumpk1n, muscular, 1boy, 1other, collared shirt, floral print, grey skin, halloween, hawaiian shirt, heart, holding hands, jack-o'-lantern, male focus, open mouth, pov, pov hands, pumpkin, red eyes, red shirt, shirt, smile, speech bubble, spoken heart, trembling
|
Pumpkin_Illustrious/dataset/aee5daf9c6850f8b5a3a6fd817846206.txt
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
Pumpk1n, muscular, 1boy, ^^^, abs, arm up, armpits, bara, black skin, colored skin, hand on own hip, jack-o'-lantern, large pectorals, male focus, monster boy, muscular male, navel, out-of-frame censoring, pectorals, pumpkin, selfie, smile
|
Pumpkin_Illustrious/dataset/b5600a02218342d2.txt
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
Pumpk1n, muscular, 1boy, abs, bara, blood, blood on knife, completely nude, fire, halloween, heart, holding, holding knife, jack-o'-lantern, knife, large pectorals, male focus, monster boy, muscular male, no nipples, nude, pectorals, pumpkin, red eyes, smile, weapon
|
Pumpkin_Illustrious/dataset/c1699a606fe5268a2f4e6f6d8994e460.txt
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
Pumpk1n, muscular, 1boy, bara, black gloves, black jacket, bulge, collared shirt, fire, formal, gloves, halloween, holding, jack-o'-lantern, jacket, male focus, muscular male, necktie, object head, pants, pectorals, red necktie, shirt, smoke, smoking, suit
|
Pumpkin_Illustrious/dataset/c4417057f8887af7.txt
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
Pumpk1n, muscular, 1boy, bara, belt, black pants, black skin, blank eyes, blush, bulge, collared shirt, colored skin, grin, large pectorals, male focus, monster boy, muscular male, pants, partially unbuttoned, pectoral cleavage, pectorals, shirt, smile, tight clothes
|
Pumpkin_Illustrious/dataset/d4cacd8abe7e4fec.txt
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
Pumpk1n, muscular, 1boy, bandaged arm, bandages, blue background, cigarette, costume, grey skin, halloween, halloween costume, jack-o'-lantern, jaggy lines, male focus, mummy costume, muscular male, naked bandage, pumpkin, purple background, smoke, smoking
|
Pumpkin_Illustrious/dataset/e9b7dbb82e7d06e170c402a52e6f36dd.txt
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
Pumpk1n, muscular, !, 1boy, apron, biceps, black apron, chef hat, colored skin, grey shirt, hat, male focus, muscular male, pants, shirt, short sleeves, speech bubble, spoken exclamation mark
|
anai_aggretsuko_Illustrious/Run_anai_aggretsuko_Illustrious.sh
ADDED
|
@@ -0,0 +1,70 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
#!/bin/bash
|
| 2 |
+
# (Необязательно, но хорошая практика)
|
| 3 |
+
|
| 4 |
+
# --- Активация окружения ---
|
| 5 |
+
# Убедитесь, что путь к вашему venv правильный!
|
| 6 |
+
# source ./Loras/lora_env/bin/activate || exit 1 # Пример с выходом при ошибке
|
| 7 |
+
|
| 8 |
+
echo "Starting LoRA Style Training Pipeline..."
|
| 9 |
+
echo "Ensure your virtual environment is activated."
|
| 10 |
+
echo "Using Python version: $(python --version)"
|
| 11 |
+
echo "Using GPU: $(nvidia-smi --query-gpu=name --format=csv,noheader)"
|
| 12 |
+
|
| 13 |
+
python master_train.py \
|
| 14 |
+
--project_name "anai_aggretsuko_Illustrious" \
|
| 15 |
+
--base_dir "./Loras" \
|
| 16 |
+
--run_steps "tag,curate,config,train" \
|
| 17 |
+
\
|
| 18 |
+
--base_model "/mnt/e/stable-diffusion-webui/models/Stable-diffusion/SDXL/Ilust/illustriousXL_v01.safetensors" \
|
| 19 |
+
--base_vae "stabilityai/sdxl-vae" \
|
| 20 |
+
\
|
| 21 |
+
--overwrite_tags \
|
| 22 |
+
--tagging_method "wd14" \
|
| 23 |
+
--tagger_threshold 0.45 \
|
| 24 |
+
--tagger_batch_size 16 \
|
| 25 |
+
--tagger_blacklist "nsfw, lowres, bad anatomy, signature, watermark, text, artist name, virtual youtuber, parody, poorly drawn, amateur drawing, sketch" \
|
| 26 |
+
--caption_extension ".txt" \
|
| 27 |
+
--activation_tag "anai_aggretsuk0, white dress shirt, tan fur, blue tie, gray pants, brown dress shoes" \
|
| 28 |
+
--remove_tags "solo, duo, group, simple background, white background, grey background, gradient background, abstract background, looking at viewer, upper body, full body, portrait, 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" \
|
| 29 |
+
--remove_duplicate_tags \
|
| 30 |
+
--sort_tags_alpha \
|
| 31 |
+
\
|
| 32 |
+
--resolution 1024 \
|
| 33 |
+
--keep_tokens 1 \
|
| 34 |
+
--preferred_unit "Epochs" \
|
| 35 |
+
--how_many 10 \
|
| 36 |
+
--save_every_n_epochs 1 \
|
| 37 |
+
--keep_only_last_n_epochs 10 \
|
| 38 |
+
--auto_repeats \
|
| 39 |
+
\
|
| 40 |
+
--unet_lr 3e-4 \
|
| 41 |
+
--text_encoder_lr 6e-5 \
|
| 42 |
+
--lr_scheduler "cosine_with_restarts" \
|
| 43 |
+
--lr_scheduler_num_cycles 3 \
|
| 44 |
+
--lr_warmup_ratio 0.05 \
|
| 45 |
+
--min_snr_gamma 7.0 \
|
| 46 |
+
\
|
| 47 |
+
--lora_type "LoRA" \
|
| 48 |
+
--network_dim 32 \
|
| 49 |
+
--network_alpha 16 \
|
| 50 |
+
\
|
| 51 |
+
--optimizer "AdamW8bit" \
|
| 52 |
+
--optimizer_args "weight_decay=0.1 betas=[0.9,0.99]" \
|
| 53 |
+
--train_batch_size 4 \
|
| 54 |
+
--precision "bf16" \
|
| 55 |
+
--cross_attention "sdpa" \
|
| 56 |
+
--cache_latents \
|
| 57 |
+
--auto_vram_params \
|
| 58 |
+
--cache_latents_to_disk \
|
| 59 |
+
--gradient_checkpointing \
|
| 60 |
+
--seed 42 \
|
| 61 |
+
--max_bucket_reso 4096 \
|
| 62 |
+
--num_cpu_threads 12
|
| 63 |
+
|
| 64 |
+
# --- Проверка завершения ---
|
| 65 |
+
EXIT_CODE=$?
|
| 66 |
+
if [ $EXIT_CODE -eq 0 ]; then
|
| 67 |
+
echo "Master script finished successfully."
|
| 68 |
+
else
|
| 69 |
+
echo "Master script failed with exit code $EXIT_CODE."
|
| 70 |
+
fi
|
anai_aggretsuko_Illustrious/Run_scrape_anai_aggretsuko.sh
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
#!/bin/bash
|
| 2 |
+
# Script to scrape artworks from a specific author using master_train.py (gallery-dl backend)
|
| 3 |
+
|
| 4 |
+
# --- Activate environment if needed ---
|
| 5 |
+
source ./Loras/lora_env/bin/activate
|
| 6 |
+
|
| 7 |
+
echo "Starting image scraping..."
|
| 8 |
+
echo "Using Python version: $(python --version)"
|
| 9 |
+
|
| 10 |
+
python master_train.py \
|
| 11 |
+
--project_name "anai_aggretsuko_Illustrious" \
|
| 12 |
+
--base_dir "./Loras" \
|
| 13 |
+
--run_steps "scrape" \
|
| 14 |
+
--base_model "https://huggingface.co/OnomaAIResearch/Illustrious-xl-early-release-v0/resolve/main/Illustrious-XL-v0.1.safetensors" \
|
| 15 |
+
--base_vae "stabilityai/sdxl-vae" \
|
| 16 |
+
--source "all" \
|
| 17 |
+
--scrape_tags "anai aggretsuko" \
|
| 18 |
+
--scrape_limit 500 \
|
| 19 |
+
--cookies "www.furaffinity.net_cookies.txt"
|
| 20 |
+
|
| 21 |
+
EXIT_CODE=$?
|
| 22 |
+
if [ $EXIT_CODE -eq 0 ]; then
|
| 23 |
+
echo "Image scraping finished successfully."
|
| 24 |
+
else
|
| 25 |
+
echo "Image scraping failed with exit code $EXIT_CODE."
|
| 26 |
+
fi
|
anai_aggretsuko_Illustrious/config/dataset_anai_aggretsuko_Illustrious.toml
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[[datasets]]
|
| 2 |
+
|
| 3 |
+
[[datasets.subsets]]
|
| 4 |
+
image_dir = "/home/user/Local_train/Loras/anai_aggretsuko_Illustrious/dataset"
|
| 5 |
+
num_repeats = 3
|
| 6 |
+
caption_extension = ".txt"
|
| 7 |
+
|
| 8 |
+
[general]
|
| 9 |
+
resolution = 1024
|
| 10 |
+
keep_tokens = 1
|
| 11 |
+
flip_aug = false
|
| 12 |
+
enable_bucket = true
|
| 13 |
+
bucket_reso_steps = 64
|
| 14 |
+
min_bucket_reso = 256
|
| 15 |
+
max_bucket_reso = 4096
|
| 16 |
+
bucket_no_upscale = false
|
anai_aggretsuko_Illustrious/config/training_anai_aggretsuko_Illustrious.toml
ADDED
|
@@ -0,0 +1,61 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[model_arguments]
|
| 2 |
+
pretrained_model_name_or_path = "/mnt/e/stable-diffusion-webui/models/Stable-diffusion/SDXL/Ilust/illustriousXL_v01.safetensors"
|
| 3 |
+
vae = "stabilityai/sdxl-vae"
|
| 4 |
+
v_parameterization = false
|
| 5 |
+
|
| 6 |
+
[network_arguments]
|
| 7 |
+
unet_lr = 0.0003
|
| 8 |
+
text_encoder_lr = 6e-5
|
| 9 |
+
network_dim = 32
|
| 10 |
+
network_alpha = 16
|
| 11 |
+
network_module = "networks.lora"
|
| 12 |
+
network_train_unet_only = false
|
| 13 |
+
|
| 14 |
+
[optimizer_arguments]
|
| 15 |
+
optimizer_type = "AdamW8bit"
|
| 16 |
+
learning_rate = 0.0003
|
| 17 |
+
optimizer_args = [ "weight_decay=0.1", "betas=[0.9,0.99]",]
|
| 18 |
+
lr_scheduler = "cosine_with_restarts"
|
| 19 |
+
lr_warmup_steps = 39
|
| 20 |
+
lr_scheduler_num_cycles = 3
|
| 21 |
+
max_grad_norm = 1.0
|
| 22 |
+
loss_type = "l2"
|
| 23 |
+
|
| 24 |
+
[dataset_arguments]
|
| 25 |
+
cache_latents = true
|
| 26 |
+
cache_latents_to_disk = true
|
| 27 |
+
cache_text_encoder_outputs = false
|
| 28 |
+
keep_tokens = 1
|
| 29 |
+
shuffle_caption = true
|
| 30 |
+
caption_extension = ".txt"
|
| 31 |
+
|
| 32 |
+
[training_arguments]
|
| 33 |
+
output_dir = "/home/user/Local_train/Loras/anai_aggretsuko_Illustrious/output"
|
| 34 |
+
output_name = "anai_aggretsuko_Illustrious"
|
| 35 |
+
save_precision = "fp16"
|
| 36 |
+
save_every_n_epochs = 1
|
| 37 |
+
save_last_n_epochs = 10
|
| 38 |
+
save_model_as = "safetensors"
|
| 39 |
+
max_train_epochs = 10
|
| 40 |
+
max_data_loader_n_workers = 2
|
| 41 |
+
persistent_data_loader_workers = true
|
| 42 |
+
seed = 42
|
| 43 |
+
gradient_checkpointing = true
|
| 44 |
+
gradient_accumulation_steps = 1
|
| 45 |
+
mixed_precision = "bf16"
|
| 46 |
+
full_bf16 = false
|
| 47 |
+
logging_dir = "/home/user/Local_train/Loras/anai_aggretsuko_Illustrious/logs"
|
| 48 |
+
log_prefix = "anai_aggretsuko_Illustrious"
|
| 49 |
+
log_with = "tensorboard"
|
| 50 |
+
lowram = false
|
| 51 |
+
train_batch_size = 4
|
| 52 |
+
xformers = false
|
| 53 |
+
sdpa = true
|
| 54 |
+
min_snr_gamma = 7.0
|
| 55 |
+
max_token_length = 225
|
| 56 |
+
bucket_reso_steps = 64
|
| 57 |
+
min_bucket_reso = 256
|
| 58 |
+
max_bucket_reso = 4096
|
| 59 |
+
bucket_no_upscale = false
|
| 60 |
+
enable_bucket = true
|
| 61 |
+
zero_terminal_snr = false
|
anai_aggretsuko_Illustrious/dataset/114085429_p0.txt
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
anai_aggretsuk0, white dress shirt, tan fur, blue tie, gray pants, brown dress shoes, 1boy, @_@, animal ears, black footwear, blue necktie, blue pants, chinese text, collared shirt, explosion, furry, furry male, long sleeves, male focus, necktie, open mouth, outstretched arms, pants, shirt, shoes, tail, white shirt
|
anai_aggretsuko_Illustrious/dataset/114085429_p1.txt
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
anai_aggretsuk0, white dress shirt, tan fur, blue tie, gray pants, brown dress shoes, 1boy, animal ears, animal nose, bag, bags under eyes, body fur, buck teeth, cabbie hat, chinese text, closed mouth, collared shirt, expressionless, food, fox boy, furrification, furry, furry male, greyscale, happy, hat, holding, holding bag, holding food, jacket, long sleeves, looking to the side, male focus, mixed-language text, monochrome, multiple views, necktie, open clothes, open jacket, open mouth, outstretched arms, pants, plastic bag, pointing, shirt, shoes, short hair, smile, sparkle, speech bubble, spot color, standing, tail, teeth
|
anai_aggretsuko_Illustrious/dataset/114085429_p10.txt
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
anai_aggretsuk0, white dress shirt, tan fur, blue tie, gray pants, brown dress shoes, 1boy, animal ears, blue eyes, blue necktie, blush, dog boy, dog tail, english text, furry, furry male, male focus, necktie, open mouth, own hands clasped, own hands together, pants, shirt, smile, sparkle, tail, tail wagging, white shirt
|
anai_aggretsuko_Illustrious/dataset/114085429_p2.txt
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
anai_aggretsuk0, white dress shirt, tan fur, blue tie, gray pants, brown dress shoes, +_+, 1boy, anger vein, angry, bags under eyes, black eyes, black footwear, black pants, blank eyes, blue necktie, closed mouth, collared shirt, depressed, excited, grey hair, long sleeves, male focus, multiple views, necktie, no pupils, open mouth, pants, shaded face, shirt, short hair, smile, sparkle, sparkling eyes, standing, turn pale, white shirt, wide-eyed
|
anai_aggretsuko_Illustrious/dataset/114085429_p3.txt
ADDED
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@@ -0,0 +1 @@
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| 1 |
+
anai_aggretsuk0, white dress shirt, tan fur, blue tie, gray pants, brown dress shoes, 1boy, animal ears, animal nose, bear boy, coat, down jacket, furrification, furry, furry male, greyscale, hands in pockets, jacket, looking to the side, male focus, monochrome, pants, shoes, standing, tail, thick eyebrows, winter clothes, winter coat
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anai_aggretsuko_Illustrious/dataset/114085429_p4.txt
ADDED
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@@ -0,0 +1 @@
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anai_aggretsuk0, white dress shirt, tan fur, blue tie, gray pants, brown dress shoes, 1boy, animal ears, animal nose, apron, cooking, cutting, cutting board, furry, furry male, greyscale, holding, holding knife, kitchen knife, knife, long sleeves, male focus, monochrome, open mouth, shirt, smile, sweat, sweatdrop, tail
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anai_aggretsuko_Illustrious/dataset/114085429_p5.txt
ADDED
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@@ -0,0 +1 @@
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+
anai_aggretsuk0, white dress shirt, tan fur, blue tie, gray pants, brown dress shoes, 6+boys, :3, animal ears, blush, blush stickers, bow, bowtie, buck teeth, cat boy, closed eyes, closed mouth, crossed arms, dog boy, dog ears, dog tail, furry, furry female, furry male, greyscale, gun, half-closed eyes, happy, holding, holding gun, holding weapon, hood, jacket, long sleeves, male focus, monochrome, multiple boys, necktie, open mouth, outstretched arms, pants, shirt, shoes, smile, sparkle, speech bubble, standing, tail, teeth, thick eyebrows, weapon
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anai_aggretsuko_Illustrious/dataset/114085429_p6.txt
ADDED
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@@ -0,0 +1 @@
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+
anai_aggretsuk0, white dress shirt, tan fur, blue tie, gray pants, brown dress shoes, 1boy, animal ears, bear ears, collared shirt, from above, furry, furry male, greyscale, holding, looking up, male focus, monochrome, necktie, pants, shirt, standing, thick eyebrows
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anai_aggretsuko_Illustrious/dataset/114085429_p7.txt
ADDED
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@@ -0,0 +1 @@
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| 1 |
+
anai_aggretsuk0, white dress shirt, tan fur, blue tie, gray pants, brown dress shoes, 1boy, animal ears, bear boy, bucket, formal, furry, furry male, graphite (medium), holding bucket, male focus, monochrome, open mouth, smile, suit, tail, thick eyebrows
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anai_aggretsuko_Illustrious/dataset/114085429_p8.txt
ADDED
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@@ -0,0 +1 @@
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| 1 |
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anai_aggretsuk0, white dress shirt, tan fur, blue tie, gray pants, brown dress shoes, 1boy, animal ears, blue necktie, chinese text, furrification, furry, furry male, male focus, necktie, open mouth, outstretched arms, pants, shirt, simplified chinese text, speech bubble, spread arms, sweatdrop, tail, white hair
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anai_aggretsuko_Illustrious/dataset/114085429_p9.txt
ADDED
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@@ -0,0 +1 @@
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+
anai_aggretsuk0, white dress shirt, tan fur, blue tie, gray pants, brown dress shoes, +_+, ..., 1boy, 1girl, :d, animal ears, animal nose, axe, blush, can, cellphone, cigarette, closed mouth, depressed, drinking, emphasis lines, furry, furry female, furry male, greyscale, hammer, happy, holding, holding axe, holding hammer, holding phone, long hair, long sleeves, looking at another, looking at phone, looking up, monochrome, multiple views, open mouth, pants, phone, shaded face, shirt, sitting, smartphone, smile, smoke, smoking, sparkle, sparkling eyes, spoken ellipsis, standing, stool, tail, turn pale, v-shaped eyebrows, wide-eyed
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anai_aggretsuko_Illustrious/dataset/115853859_p0.txt
ADDED
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@@ -0,0 +1 @@
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| 1 |
+
anai_aggretsuk0, white dress shirt, tan fur, blue tie, gray pants, brown dress shoes, 1boy, ^_^, animal ears, black eyes, black footwear, black necktie, black pants, blue background, blue necktie, body fur, brown footwear, cellphone, chibi, closed eyes, dog boy, dog ears, dog tail, flip phone, furry, furry male, grey pants, holding, holding phone, leg up, long sleeves, male focus, multiple views, necktie, open mouth, pants, phone, salaryman, shirt, shoes, smartphone, smile, star (symbol), tail, white shirt
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anai_aggretsuko_Illustrious/dataset/115853859_p1.txt
ADDED
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@@ -0,0 +1 @@
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| 1 |
+
anai_aggretsuk0, white dress shirt, tan fur, blue tie, gray pants, brown dress shoes, 1boy, animal ears, bear boy, bear ears, black footwear, blue necktie, fish, furry, furry male, grey eyes, grey pants, holding, holding knife, knife, male focus, musical note, necktie, open mouth, pants, phone, shirt, tail, thought bubble, turn pale, white shirt
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anai_aggretsuko_Illustrious/dataset/115853859_p2.txt
ADDED
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@@ -0,0 +1 @@
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| 1 |
+
anai_aggretsuk0, white dress shirt, tan fur, blue tie, gray pants, brown dress shoes, 1boy, ^_^, animal ears, animal nose, arm up, belt, body fur, chinese text, clipboard, closed eyes, closed mouth, collared shirt, duck, flag, furrification, furry, furry male, greyscale, happy, holding, holding clipboard, jacket, korean text, long sleeves, male focus, monochrome, multiple views, necktie, one eye closed, open clothes, open mouth, pants, pocket, pointing, pointing at self, salute, shaded face, shirt, short hair, smile, sparkle, speech bubble, standing, star (symbol), tail
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anai_aggretsuko_Illustrious/dataset/120270085_p0.txt
ADDED
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@@ -0,0 +1 @@
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| 1 |
+
anai_aggretsuk0, white dress shirt, tan fur, blue tie, gray pants, brown dress shoes, 1boy, :d, adjusting clothes, adjusting headwear, animal ears, arm up, black eyes, black pants, body fur, collared shirt, cowboy shot, cropped legs, dog boy, furry, furry male, grey shirt, hand on headwear, hand on own hip, hat, jacket, long sleeves, male focus, open mouth, pants, shirt, smile, tail
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anai_aggretsuko_Illustrious/dataset/120270085_p1.txt
ADDED
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@@ -0,0 +1 @@
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| 1 |
+
anai_aggretsuk0, white dress shirt, tan fur, blue tie, gray pants, brown dress shoes, 1girl, animal ears, bow, bowtie, brown footwear, double v, furry, furry female, grey shirt, grey socks, hands up, long sleeves, multicolored background, open mouth, pink bow, pink bowtie, pink skirt, pleated skirt, sharp teeth, shirt, shoes, skirt, smile, socks, sparkle, standing, standing on one leg, tail, teeth, two-tone background, v, yellow background
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anai_aggretsuko_Illustrious/dataset/120270085_p2.txt
ADDED
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@@ -0,0 +1 @@
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| 1 |
+
anai_aggretsuk0, white dress shirt, tan fur, blue tie, gray pants, brown dress shoes, 1boy, 1girl, :d, >_<, ^_^, animal ears, black pants, blue necktie, blue skirt, closed eyes, furry, furry female, furry male, furry with furry, happy, heads together, heart, holding hands, long sleeves, necktie, open mouth, pants, shirt, skirt, smile, standing, sweater, tail, tail wagging, xd
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anai_aggretsuko_Illustrious/dataset/120270085_p3.txt
ADDED
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@@ -0,0 +1 @@
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| 1 |
+
anai_aggretsuk0, white dress shirt, tan fur, blue tie, gray pants, brown dress shoes, 2boys, ^_^, animal ears, animal nose, arm behind head, arm up, bags under eyes, blush, can, cellphone, cigarette, closed eyes, closed mouth, collared shirt, cup, dog boy, drunk, furry, furry male, greyscale, half-closed eyes, hand in pocket, hand on own chin, hand up, happy, head rest, holding, holding can, holding cup, holding drink, holding phone, hood, hood down, hoodie, laughing, long sleeves, looking at another, male focus, monochrome, multiple boys, multiple views, necktie, open mouth, pants, phone, shirt, short hair, smartphone, smile, squeans, standing, swept bangs, tail
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anai_aggretsuko_Illustrious/dataset/120270085_p4.txt
ADDED
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@@ -0,0 +1 @@
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| 1 |
+
anai_aggretsuk0, white dress shirt, tan fur, blue tie, gray pants, brown dress shoes, 1boy, bear boy, bear ears, chinese text, fish, furry, furry male, ghost, male focus, monochrome, necktie, speech bubble, tears
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anai_aggretsuko_Illustrious/dataset/1940096 2794705 Anai.txt
ADDED
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@@ -0,0 +1 @@
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| 1 |
+
anai_aggretsuk0, white dress shirt, tan fur, blue tie, gray pants, brown dress shoes, 1boy, animal ears, animal nose, anus, ass, ass focus, bent over, black background, blush, body fur, bottomless, brown eyes, clenched teeth, cowboy shot, dog boy, from behind, furry, furry male, half-closed eyes, hand up, long sleeves, looking back, male focus, perineum, presenting, shirt, snout, sweat, tail, teeth, testicles, two-tone fur, uncensored, white fur, white shirt, yellow fur
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anai_aggretsuko_Illustrious/dataset/1940102 2794711 Anal on Anai.txt
ADDED
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@@ -0,0 +1 @@
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| 1 |
+
anai_aggretsuk0, white dress shirt, tan fur, blue tie, gray pants, brown dress shoes, !, !!, 2boys, anal, animal ears, animal nose, anus, ass, ass focus, bent over, black background, blush, body fur, bottomless, clenched teeth, constricted pupils, disembodied penis, dog boy, english text, from behind, furry, furry male, furry with non-furry, interspecies, long sleeves, looking back, male focus, multiple boys, penis, perineum, sex, shirt, snout, solo focus, sweat, tail, teeth, testicles, trembling, uncensored, white fur, white shirt, wide-eyed, yaoi
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