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Burger_Cat_Illustrious/RunBurgerCat.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 "Burger_Cat_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, dinner, burger, wine, table, upper body, chair," \
+    --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

Burger_Cat_Illustrious/config/dataset_Burger_Cat_Illustrious.toml

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+[[datasets]]
+
+[[datasets.subsets]]
+image_dir = "/home/user/Local_train/Loras/Burger_Cat_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

Burger_Cat_Illustrious/config/training_Burger_Cat_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 = 24
+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/Burger_Cat_Illustrious/output"
+output_name = "Burger_Cat_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/Burger_Cat_Illustrious/logs"
+log_prefix = "Burger_Cat_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

Burger_Cat_Illustrious/dataset/100 reais ou jantar com um gatinho de olhos coloridos.txt

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+mikus-concept, dinner, burger, wine, table, upper body, chair, 1boy, cup, drinking glass, food, hat, lettuce, long sleeves, male focus, plate, pov across table, smile, wine glass, yellow eyes

Burger_Cat_Illustrious/dataset/100 reais ou jantar com um gatinho de olhos coloridos_0708x0855_sdxl.npz

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Burger_Cat_Illustrious/dataset/1217893bf0775d5b3f355cb1613ea726.txt

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+mikus-concept, dinner, burger, wine, table, upper body, chair, 1girl, black shirt, brown hair, cup, drinking glass, food, indoors, medium hair, plate, red eyes, shadow, shirt, wine glass

Burger_Cat_Illustrious/dataset/1217893bf0775d5b3f355cb1613ea726_0713x0960_sdxl.npz

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Burger_Cat_Illustrious/dataset/1706920729.rainblackmore_boydater.txt

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+mikus-concept, dinner, burger, wine, table, upper body, chair, animal ears, cheese, cup, drinking glass, food, food focus, lettuce, no humans, plate, tablecloth, wine glass

Burger_Cat_Illustrious/dataset/1706920729.rainblackmore_boydater_1206x1605_sdxl.npz

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Burger_Cat_Illustrious/dataset/20ebaa986687333b310e510bf9bc7264.txt

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+mikus-concept, dinner, burger, wine, table, upper body, chair, 1girl, bangs, black hair, collared shirt, cup, drinking glass, eating, food, indoors, nico robin, plate, pov across table, shirt, sitting, white shirt, wine glass

Burger_Cat_Illustrious/dataset/20ebaa986687333b310e510bf9bc7264_0736x0670_sdxl.npz

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Burger_Cat_Illustrious/dataset/2bb77870367d7b825486a0bdbaa40850.txt

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+mikus-concept, dinner, burger, wine, table, upper body, chair, 1boy, blonde hair, cup, drinking glass, food, male focus, wine glass

Burger_Cat_Illustrious/dataset/2bb77870367d7b825486a0bdbaa40850_0383x0491_sdxl.npz

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Burger_Cat_Illustrious/dataset/3cf5749047dcbcc3b8b668c8e56c72c4.txt

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+mikus-concept, dinner, burger, wine, table, upper body, chair, 1girl, blue eyes, colored skin, cup, drinking glass, food, plate, tablecloth, wine glass

Burger_Cat_Illustrious/dataset/3cf5749047dcbcc3b8b668c8e56c72c4_0713x0960_sdxl.npz

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Burger_Cat_Illustrious/dataset/5380d6cc4b0902054f01bc6e6c60ad4f.txt

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+mikus-concept, dinner, burger, wine, table, upper body, chair, animal focus, cheese, cup, drinking glass, food, food focus, hat, hood, hoodie, indoors, lettuce, no humans, plate, tablecloth, wine glass

Burger_Cat_Illustrious/dataset/5380d6cc4b0902054f01bc6e6c60ad4f_0736x0894_sdxl.npz

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Burger_Cat_Illustrious/dataset/53c95d50fa37a163720607b700c85de0.txt

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+mikus-concept, dinner, burger, wine, table, upper body, chair, 1boy, brown hair, cup, drinking glass, food, indoors, plate, shirt, sitting, smile, striped, striped shirt, wine glass

Burger_Cat_Illustrious/dataset/53c95d50fa37a163720607b700c85de0_0469x0518_sdxl.npz

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Burger_Cat_Illustrious/dataset/61607da53bc7157c5b3af634e117ac79.txt

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+mikus-concept, dinner, burger, wine, table, upper body, chair, border, cheese, cup, drinking glass, drooling, food, food focus, indoors, no humans, open mouth, plate, pokemon (creature), tablecloth, wine glass

Burger_Cat_Illustrious/dataset/61607da53bc7157c5b3af634e117ac79_0690x0659_sdxl.npz

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Burger_Cat_Illustrious/dataset/6655633debeee3d3d7426b7841f09735.txt

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+mikus-concept, dinner, burger, wine, table, upper body, chair, 1boy, cheese, cup, drinking glass, food, formal, grin, male focus, necktie, plate, suit, tablecloth, wine glass

Burger_Cat_Illustrious/dataset/6655633debeee3d3d7426b7841f09735_0720x0930_sdxl.npz

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Burger_Cat_Illustrious/dataset/69b46139fb7e76c7a40b99711f59bd5b.txt

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Burger_Cat_Illustrious/dataset/69b46139fb7e76c7a40b99711f59bd5b_0735x0912_sdxl.npz

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Burger_Cat_Illustrious/dataset/708cd94a7c5a84a6c8cd1604f5aa842d.txt

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+mikus-concept, dinner, burger, wine, table, upper body, chair, 1boy, chibi, closed eyes, cup, drinking glass, food, glasses, grey hair, male focus, plate, tablecloth, wine glass

Burger_Cat_Illustrious/dataset/708cd94a7c5a84a6c8cd1604f5aa842d_0736x0926_sdxl.npz

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Burger_Cat_Illustrious/dataset/74c55de24f607b40f9bcd4e43c94395b (1).txt

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Burger_Cat_Illustrious/dataset/74c55de24f607b40f9bcd4e43c94395b (1)_0612x0707_sdxl.npz

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Burger_Cat_Illustrious/dataset/74c55de24f607b40f9bcd4e43c94395b.txt

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Burger_Cat_Illustrious/dataset/74c55de24f607b40f9bcd4e43c94395b_0612x0707_sdxl.npz

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Burger_Cat_Illustrious/dataset/837ae19b90e73b183c530b312918cde1.txt

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Burger_Cat_Illustrious/dataset/837ae19b90e73b183c530b312918cde1_0480x0620_sdxl.npz

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Burger_Cat_Illustrious/dataset/9bfca0ac84607ae4a6c4908f8ebe0b16.txt

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