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Nirvana_nevermind_Illustrious/Run_Nirvana_nevermind.sh

@@ -0,0 +1,70 @@
+#!/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 "Nirvana_nevermind_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 "nsfw, lowres, bad anatomy, signature, watermark, text, artist name, virtual youtuber, parody, poorly drawn, amateur drawing, sketch" \
+    --caption_extension ".txt" \
+    --activation_tag "sergey004-concept, parody, underwater, swimming, album parody, nirvana nevermind," \
+    --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, bear, chubby, fat" \
+    --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 \
+    --num_repeats 4 \
+\
+    --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

Roblox_Baller_Illustrious/Run_Roblox_Baller.sh

@@ -0,0 +1,70 @@
+#!/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 "Roblox_Baller_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 "nsfw, lowres, bad anatomy, signature, watermark, text, artist name, virtual youtuber, parody, poorly drawn, amateur drawing, sketch" \
+    --caption_extension ".txt" \
+    --activation_tag "sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body," \
+    --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, bear, chubby, fat" \
+    --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 \
+    --num_repeats 4 \
+\
+    --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

lying_in_hands_Illustrious/config/dataset_lying_in_hands_Illustrious.toml

@@ -0,0 +1,16 @@
+[[datasets]]
+
+[[datasets.subsets]]
+image_dir = "/home/user/Local_train/Loras/lying_in_hands_Illustrious/dataset"
+num_repeats = 8
+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

lying_in_hands_Illustrious/config/training_lying_in_hands_Illustrious.toml

@@ -0,0 +1,61 @@
+[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 = 23
+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/lying_in_hands_Illustrious/output"
+output_name = "lying_in_hands_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/lying_in_hands_Illustrious/logs"
+log_prefix = "lying_in_hands_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

lying_in_hands_Illustrious/dataset/00000-Generated Image September 15, 2025 - 2_36PM.txt

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+sergey004-concept, lying-in-hands, 1boy, :3, animal, animal ear fluff, animal focus, animalization, cat, green eyes, grey fur, grey hoodie, grey shirt, holding animal, hood, hoodie, jewelry, ring, yellow hoodie

lying_in_hands_Illustrious/dataset/00000-Generated Image September 15, 2025 - 2_36PM_4096x4096_sdxl.npz

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+size 262968

lying_in_hands_Illustrious/dataset/00000-Generated Image September 15, 2025 - 4_35PM.txt

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+sergey004-concept, lying-in-hands, animal, animal focus, blue shirt, blurry, brown eyes, grey shirt, grey sweater, hamster, holding, holding animal, jewelry, long sleeves, ring, shirt, sweater

lying_in_hands_Illustrious/dataset/00000-Generated Image September 15, 2025 - 4_35PM_4096x4096_sdxl.npz

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lying_in_hands_Illustrious/dataset/00001-Generated Image September 15, 2025 - 4_27PM.txt

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+sergey004-concept, lying-in-hands, 1boy, animal, animal ear fluff, animal ears, blue eyes, blue shirt, fox, fox boy, fox ears, fox tail, furry, grey shirt, jewelry, long sleeves, orange fur, ring, shirt, smile

lying_in_hands_Illustrious/dataset/00001-Generated Image September 15, 2025 - 4_27PM_4096x4096_sdxl.npz

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lying_in_hands_Illustrious/dataset/00001-image.txt

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+sergey004-concept, lying-in-hands, 1girl, 1other, :3, animal ears, blonde hair, cat ears, cat girl, cat tail, long sleeves, open mouth, photo background, purple skirt, red eyes, shirt, skirt, smile, tail

lying_in_hands_Illustrious/dataset/00001-image_2856x1868_sdxl.npz

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lying_in_hands_Illustrious/dataset/00002-Generated Image September 15, 2025 - 1_51PM.txt

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lying_in_hands_Illustrious/dataset/00002-Generated Image September 15, 2025 - 1_51PM_4992x3328_sdxl.npz

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lying_in_hands_Illustrious/dataset/00002-Generated Image September 15, 2025 - 2_36PM.txt

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lying_in_hands_Illustrious/dataset/00002-Generated Image September 15, 2025 - 2_36PM_4096x4096_sdxl.npz

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lying_in_hands_Illustrious/dataset/00003-Generated Image September 15, 2025 - 1_53PM.txt

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+sergey004-concept, lying-in-hands, :3, animal, animal focus, blurry, blurry background, closed mouth, creature, green eyes, grey shirt, grey sweater, holding, holding animal, holding creature, jewelry, long sleeves, multiple rings, overalls, own hands together, photo background, ring, shirt, smile, white fur

lying_in_hands_Illustrious/dataset/00003-Generated Image September 15, 2025 - 1_53PM_4992x3328_sdxl.npz

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lying_in_hands_Illustrious/dataset/00003-image.txt

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+sergey004-concept, lying-in-hands, 1girl, 1other, :3, animal ears, blonde hair, cat ears, cat girl, cat tail, long sleeves, open mouth, photo background, purple skirt, red eyes, shirt, skirt, smile, tail

lying_in_hands_Illustrious/dataset/00003-image_2856x1868_sdxl.npz

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lying_in_hands_Illustrious/dataset/00004-Generated Image September 15, 2025 - 1_45PM.txt

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lying_in_hands_Illustrious/dataset/00004-Generated Image September 15, 2025 - 1_45PM_4992x3328_sdxl.npz

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lying_in_hands_Illustrious/dataset/00004-Generated Image September 15, 2025 - 1_51PM.txt

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lying_in_hands_Illustrious/dataset/00004-Generated Image September 15, 2025 - 1_51PM_4992x3328_sdxl.npz

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lying_in_hands_Illustrious/dataset/00005-Generated Image September 15, 2025 - 1_44PM.txt

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lying_in_hands_Illustrious/dataset/00005-Generated Image September 15, 2025 - 1_44PM_4992x3328_sdxl.npz

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lying_in_hands_Illustrious/dataset/00005-Generated Image September 15, 2025 - 1_53PM.txt

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lying_in_hands_Illustrious/dataset/00005-Generated Image September 15, 2025 - 1_53PM_4992x3328_sdxl.npz

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lying_in_hands_Illustrious/dataset/00006-Generated Image September 15, 2025 - 1_45PM.txt

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lying_in_hands_Illustrious/dataset/00006-Generated Image September 15, 2025 - 1_45PM_4992x3328_sdxl.npz

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lying_in_hands_Illustrious/dataset/00006-Generated Image September 15, 2025 - 1_55PM.txt

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lying_in_hands_Illustrious/dataset/00006-Generated Image September 15, 2025 - 1_55PM_4992x3328_sdxl.npz

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lying_in_hands_Illustrious/dataset/00007-Generated Image September 15, 2025 - 1_44PM.txt

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lying_in_hands_Illustrious/dataset/00007-Generated Image September 15, 2025 - 1_47PM.txt

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lying_in_hands_Illustrious/dataset/00008-Generated Image September 15, 2025 - 1_55PM.txt

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lying_in_hands_Illustrious/dataset/00008-Generated Image September 15, 2025 - 2_05PM.txt

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lying_in_hands_Illustrious/dataset/00009-Generated Image September 15, 2025 - 1_47PM.txt

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lying_in_hands_Illustrious/dataset/00009-Generated Image September 15, 2025 - 2_09PM.txt

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lying_in_hands_Illustrious/dataset/00010-Generated Image September 15, 2025 - 2_05PM.txt

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lying_in_hands_Illustrious/dataset/00011-Generated Image September 15, 2025 - 2_09PM.txt

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lying_in_hands_Illustrious/dataset/00012-Generated Image September 15, 2025 - 4_32PM.txt

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