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Business_in_the_Front_Party_in_the_Back_Illustrious/RunBusinessParty.sh

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+#!/bin/bash
+# (Необязательно, но хорошая практика)
+
+# --- Активация окружения ---
+# Убедитесь, что путь к вашему venv правильный!
+# source ./Loras/lora_env/bin/activate || exit 1 # Пример с выходом при ошибке
+
+echo "Starting LoRA Style Training Pipeline..."
+echo "Ensure your virtual environment is activated."
+echo "Using Python version: $(python --version)"
+echo "Using GPU: $(nvidia-smi --query-gpu=name --format=csv,noheader)"
+
+python master_train.py \
+    --project_name "Business_in_the_Front_Party_in_the_Back_Illustrious" \
+    --base_dir "./Loras" \
+    --run_steps "tag,curate,config,train" \
+\
+    --base_model "/mnt/e/stable-diffusion-webui/models/Stable-diffusion/SDXL/Ilust/illustriousXL_v01.safetensors" \
+    --base_vae "stabilityai/sdxl-vae" \
+\
+    --overwrite_tags \
+    --tagging_method "wd14" \
+    --tagger_threshold 0.45 \
+    --tagger_batch_size 16 \
+    --tagger_blacklist "photo, realistic, 3d, nsfw, lowres, bad anatomy, signature, watermark, text, artist name, virtual youtuber, parody, poorly drawn, amateur drawing, sketch" \
+    --caption_extension ".txt" \
+    --activation_tag "mikus-concept, standing, mirror, front and back, front, back, white shirt, black pants," \
+    --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" \
+    --remove_duplicate_tags \
+    --sort_tags_alpha \
+\
+    --resolution 1024 \
+    --keep_tokens 1 \
+    --preferred_unit "Epochs" \
+    --how_many 10 \
+    --save_every_n_epochs 1 \
+    --keep_only_last_n_epochs 10 \
+    --auto_repeats \
+\
+    --unet_lr 3e-4 \
+    --text_encoder_lr 6e-5 \
+    --lr_scheduler "cosine_with_restarts" \
+    --lr_scheduler_num_cycles 3 \
+    --lr_warmup_ratio 0.05 \
+    --min_snr_gamma 5.0 \
+\
+    --lora_type "LoRA" \
+    --network_dim 32 \
+    --network_alpha 16 \
+\
+    --optimizer "AdamW8bit" \
+    --optimizer_args "weight_decay=0.1 betas=[0.9,0.99]" \
+    --train_batch_size 4 \
+    --precision "bf16" \
+    --cross_attention "sdpa" \
+    --cache_latents \
+    --auto_vram_params \
+    --cache_latents_to_disk \
+    --gradient_checkpointing \
+    --seed 42 \
+    --max_bucket_reso 4096 \
+    --num_cpu_threads 12
+
+# --- Проверка завершения ---
+EXIT_CODE=$?
+if [ $EXIT_CODE -eq 0 ]; then
+    echo "Master script finished successfully."
+else
+    echo "Master script failed with exit code $EXIT_CODE."
+fi

Business_in_the_Front_Party_in_the_Back_Illustrious/config/dataset_Business_in_the_Front_Party_in_the_Back_Illustrious.toml

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+[[datasets]]
+
+[[datasets.subsets]]
+image_dir = "/home/user/Local_train/Loras/Business_in_the_Front_Party_in_the_Back_Illustrious/dataset"
+num_repeats = 7
+caption_extension = ".txt"
+
+[general]
+resolution = 1024
+keep_tokens = 1
+flip_aug = false
+enable_bucket = true
+bucket_reso_steps = 64
+min_bucket_reso = 256
+max_bucket_reso = 4096
+bucket_no_upscale = false

Business_in_the_Front_Party_in_the_Back_Illustrious/config/training_Business_in_the_Front_Party_in_the_Back_Illustrious.toml

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+[model_arguments]
+pretrained_model_name_or_path = "/mnt/e/stable-diffusion-webui/models/Stable-diffusion/SDXL/Ilust/illustriousXL_v01.safetensors"
+vae = "stabilityai/sdxl-vae"
+v_parameterization = false
+
+[network_arguments]
+unet_lr = 0.0003
+text_encoder_lr = 6e-5
+network_dim = 32
+network_alpha = 16
+network_module = "networks.lora"
+network_train_unet_only = false
+
+[optimizer_arguments]
+optimizer_type = "AdamW8bit"
+learning_rate = 0.0003
+optimizer_args = [ "weight_decay=0.1", "betas=[0.9,0.99]",]
+lr_scheduler = "cosine_with_restarts"
+lr_warmup_steps = 18
+lr_scheduler_num_cycles = 3
+max_grad_norm = 1.0
+loss_type = "l2"
+
+[dataset_arguments]
+cache_latents = true
+cache_latents_to_disk = true
+cache_text_encoder_outputs = false
+keep_tokens = 1
+shuffle_caption = true
+caption_extension = ".txt"
+
+[training_arguments]
+output_dir = "/home/user/Local_train/Loras/Business_in_the_Front_Party_in_the_Back_Illustrious/output"
+output_name = "Business_in_the_Front_Party_in_the_Back_Illustrious"
+save_precision = "fp16"
+save_every_n_epochs = 1
+save_last_n_epochs = 10
+save_model_as = "safetensors"
+max_train_epochs = 10
+max_data_loader_n_workers = 2
+persistent_data_loader_workers = true
+seed = 42
+gradient_checkpointing = true
+gradient_accumulation_steps = 1
+mixed_precision = "bf16"
+full_bf16 = false
+logging_dir = "/home/user/Local_train/Loras/Business_in_the_Front_Party_in_the_Back_Illustrious/logs"
+log_prefix = "Business_in_the_Front_Party_in_the_Back_Illustrious"
+log_with = "tensorboard"
+lowram = false
+train_batch_size = 4
+xformers = false
+sdpa = true
+min_snr_gamma = 5.0
+max_token_length = 225
+bucket_reso_steps = 64
+min_bucket_reso = 256
+max_bucket_reso = 4096
+bucket_no_upscale = false
+enable_bucket = true
+zero_terminal_snr = false

Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/1644790745.inkyquills_6b7m21kv_ychhhhhhh.txt

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+mikus-concept, standing, mirror, front and back, front, back, white shirt, black pants, 1girl, ass, black bow, black bowtie, black bra, black hair, bow, bowtie, bra, collared shirt, colored skin, cowboy shot, dark skin, flower, garter belt, mask, pants, red flower, red rose, rose, see-through, shirt, thighhighs, underwear

Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/1644790745.inkyquills_6b7m21kv_ychhhhhhh_1280x1175_sdxl.npz

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Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/1651176474.youraugust_lilac_meme_by_youraugust.txt

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Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/1651176474.youraugust_lilac_meme_by_youraugust_0786x1280_sdxl.npz

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Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/1683226012.manedwolfmarksman_envoiu_innermeme_text.txt

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+mikus-concept, standing, mirror, front and back, front, back, white shirt, black pants, 1girl, ass, bird legs, bird tail, black bow, black bowtie, black hair, black skin, bow, bowtie, colored skin, cup, english text, holding, holding cup, long hair, monster girl, pants, reflection, shirt, tail, talons, thighhighs

Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/1683226012.manedwolfmarksman_envoiu_innermeme_text_1200x1493_sdxl.npz

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Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/26059d923b8d88c9fab59de716114c18.txt

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Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/26059d923b8d88c9fab59de716114c18_0552x0516_sdxl.npz

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Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/7zS_pddaaCUP-XC4yNlrrb7vFpdK6MCrQ5Gn56wk6fejthrMm2EsONFrgRKG2PFM-6AFO4NjbplhD45XHNoG1C0T.txt

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+mikus-concept, standing, mirror, front and back, front, back, white shirt, black pants, 1boy, ass, brown hair, facial hair, garter belt, male focus, mustache, necktie, red necktie, thighhighs, underwear

Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/7zS_pddaaCUP-XC4yNlrrb7vFpdK6MCrQ5Gn56wk6fejthrMm2EsONFrgRKG2PFM-6AFO4NjbplhD45XHNoG1C0T_0400x0400_sdxl.npz

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Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/9NMjrGHD_400x400.txt

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Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/9NMjrGHD_400x400_0400x0400_sdxl.npz

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Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/E9avRIoXoAIM_wr.txt

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Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/E9avRIoXoAIM_wr_0763x0700_sdxl.npz

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Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/EyLTikfWgAAd3VF.jpg_small.txt

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+mikus-concept, standing, mirror, front and back, front, back, white shirt, black pants, 1boy, ass, bara, boots, collared shirt, glasses, gloves, male focus, muscular, muscular male, necktie, pants, pectorals, red gloves, red necktie, shirt, short hair, smile, suspenders, thighhighs, thighs, underwear

Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/EyLTikfWgAAd3VF.jpg_small_0461x0680_sdxl.npz

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Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/RDT_20241222_0443251778157546691944851.txt

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Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/RDT_20241222_0443251778157546691944851_0951x1580_sdxl.npz

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Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/RDT_20241222_0444032799842539065758032.txt

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Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/RDT_20241222_0444032799842539065758032_1242x1232_sdxl.npz

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Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/U5mV9Ls-RW4.txt

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Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/U5mV9Ls-RW4_0416x0604_sdxl.npz

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Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/VylxJ5sQeEY.txt

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Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/VylxJ5sQeEY_0604x0502_sdxl.npz

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Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/b9e7447ef52e9da3e5c4da400d9b1766b5e88cc5.txt

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Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/b9e7447ef52e9da3e5c4da400d9b1766b5e88cc5_1280x1434_sdxl.npz

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Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/db3a847b08dee79159e33ad0518aa805.txt

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Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/db3a847b08dee79159e33ad0518aa805_0735x0777_sdxl.npz

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Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/df4gxgy-8ade785a-4cc7-40c9-b1e4-985108a69a90.txt

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Business_in_the_Front_Party_in_the_Back_Illustrious/dataset/e473cd2515861c69851c47708ccf72d8.txt

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