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chibi_shark_Illustrious/Run_chibi_shark.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 "chibi_shark_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 "chibi, shark, chbi shark" \
+    --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 \
+    --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

chibi_shark_Illustrious/config/dataset_chibi_shark_Illustrious.toml

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+[[datasets]]
+
+[[datasets.subsets]]
+image_dir = "/home/user/Local_train/Loras/chibi_shark_Illustrious/dataset"
+num_repeats = 5
+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

chibi_shark_Illustrious/config/training_chibi_shark_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 = 33
+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/chibi_shark_Illustrious/output"
+output_name = "chibi_shark_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/chibi_shark_Illustrious/logs"
+log_prefix = "chibi_shark_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

chibi_shark_Illustrious/dataset/000.txt

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+chibi, shark, chbi shark, 1boy, alarm clock, bed, blanket, clock, collar, comic, digital clock, indoors, lying, on back, pillow, sleeping, stuffed shark, stuffed toy, tail wagging, tank top, thought bubble, under covers, white tank top, zzz

chibi_shark_Illustrious/dataset/001.txt

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+chibi, shark, chbi shark, dolphin, english text, holding, instrument, music, musical note, no humans

chibi_shark_Illustrious/dataset/002.txt

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+chibi, shark, chbi shark, blank eyes, fangs, lion, lion ears, no humans, pawpads, standing, stuffed animal, stuffed toy, tail, toy

chibi_shark_Illustrious/dataset/003.txt

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+chibi, shark, chbi shark, alternate color, blue sky, cloud, comic, day, dinosaur, eating, facebook username, flying sweatdrops, food, holding, holding food, instagram username, no humans, outdoors, palm tree, scarf, shiny and normal, shiny pokemon, silent comic, sky, stuffed shark, tree, twitter logo, twitter username

chibi_shark_Illustrious/dataset/004.txt

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+chibi, shark, chbi shark, afterimage, ball, collar, fish tail, motion lines, multiple views, no humans, playing, stuffed animal, stuffed shark, stuffed toy, tail, tail wagging

chibi_shark_Illustrious/dataset/005.txt

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+chibi, shark, chbi shark, bell, broom, broom riding, candy, cloud, comic, cookie, dolphin, food, full moon, halloween, halloween costume, hat, holding, holding wand, jack-o'-lantern, lollipop, moon, night, night sky, no humans, outdoors, pumpkin, silent comic, sky, tree, wand, witch, witch hat

chibi_shark_Illustrious/dataset/006.txt

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+chibi, shark, chbi shark, animal, animal focus, black eyes, fins, fire, fish, no humans, red scarf, scarf, solid oval eyes

chibi_shark_Illustrious/dataset/007.txt

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+chibi, shark, chbi shark, bell, box, christmas, christmas tree, comic, cookie, couch, fire, fireplace, food, gift, gift box, holding, indoors, lying, neck bell, no humans, plate, silent comic, stuffed animal, stuffed shark, stuffed toy

chibi_shark_Illustrious/dataset/008.txt

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+chibi, shark, chbi shark, dolphin, english text, fish tail, hat, no humans, red scarf, scarf, snow, snowman

chibi_shark_Illustrious/dataset/009.txt

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+chibi, shark, chbi shark, animal, animal focus, baseball cap, english text, flag, hat, holding, holding flag, no humans, pink background, solid circle eyes, solid oval eyes

chibi_shark_Illustrious/dataset/010.txt

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+chibi, shark, chbi shark, art tools in frame, black eyes, blush stickers, candy, child's drawing, crayon, food, holding, holding candy, holding food, holding lollipop, holding pencil, lollipop, mechanical pencil, no humans, paper, pencil, ruler, sketchbook, solid oval eyes, star (symbol), stuffed animal, stuffed toy, swirl lollipop, yellow background

chibi_shark_Illustrious/dataset/011.txt

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+chibi, shark, chbi shark, air bubble, bubble, no humans, notice lines, pokemon (creature), solid oval eyes, underwater

chibi_shark_Illustrious/dataset/012.txt

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+chibi, shark, chbi shark, animal focus, cape, crown, english text, fish tail, fur trim, fur-trimmed cape, no humans, red cape, solid circle eyes, solid oval eyes, standing

chibi_shark_Illustrious/dataset/013.txt

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+chibi, shark, chbi shark, aircraft, airplane, autumn, autumn leaves, backpack, bag, comic, day, falling leaves, hood, hoodie, leaf, maple leaf, outdoors, pokemon (creature), shark costume, stuffed animal, stuffed shark, stuffed toy, tree, twitter username

chibi_shark_Illustrious/dataset/014.txt

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+chibi, shark, chbi shark, animal focus, cloud, cloudy sky, fence, fins, fish tail, green collar, night, no humans, outdoors, sky, solid oval eyes, standing, wooden fence

chibi_shark_Illustrious/dataset/015.txt

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+chibi, shark, chbi shark, black eyes, blue outline, hand to own mouth, no humans, solid circle eyes, solid oval eyes, standing, stuffed shark

chibi_shark_Illustrious/dataset/016.txt

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+chibi, shark, chbi shark, afterimage, animal focus, ball, collar, dolphin, fins, fish tail, motion lines, no humans, playing, shark tail, stuffed shark, tail, tail wagging

chibi_shark_Illustrious/dataset/017.txt

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+chibi, shark, chbi shark, 1girl, bed, blanket, blonde hair, calendar (object), collar, comic, indoors, long hair, on bed, pajamas, sitting, sleeping, stuffed animal, stuffed shark, stuffed toy, under covers, waking up, window

chibi_shark_Illustrious/dataset/018.txt

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+chibi, shark, chbi shark, animal, animal on head, antlers, bird, english text, green background, holding, holding staff, hood, hood up, horns, leaf, no humans, on head, staff

chibi_shark_Illustrious/dataset/019.txt

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+chibi, shark, chbi shark, 1boy, brown hair, cafe, comic, cup, drink, drinking straw, english text, food, fruit, headpat, jacket, mug, petting, smile, strawberry, table

chibi_shark_Illustrious/dataset/020.txt

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+chibi, shark, chbi shark, animal, animal focus, aquarium, ball, black eyes, clownfish, collar, fish, no humans, red collar, stuffed shark, stuffed toy, toy

chibi_shark_Illustrious/dataset/021.txt

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+chibi, shark, chbi shark, 1boy, ?, bag, comic, food, holding, holding stuffed toy, on lap, shirt, shorts, sitting, sleeping, stuffed animal, stuffed shark, stuffed toy, twitter username, watch, zzz

chibi_shark_Illustrious/dataset/022.txt

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+chibi, shark, chbi shark, animal focus, black eyes, blue flower, blue sky, cloud, day, field, flower, flower field, grass, meadow, mountain, mountainous horizon, no humans, outdoors, pokemon (creature), sky, solid oval eyes, tree

chibi_shark_Illustrious/dataset/023.txt

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+chibi, shark, chbi shark, animal costume, arms up, black eyes, collar, cosplay, fins, fish tail, no humans, shark costume, shark hood, shark tail, solid oval eyes, standing, tail

chibi_shark_Illustrious/dataset/024.txt

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+chibi, shark, chbi shark, black eyes, blue sky, cloud, day, no humans, outdoors, pokemon (creature), red scarf, round image, scarf, sitting, sky

chibi_shark_Illustrious/dataset/025.txt

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+chibi, shark, chbi shark, beach, blue sky, bread, closed eyes, cloud, cup, day, drink, drinking glass, drinking straw, food, glass, ice, ice cube, no humans, ocean, outdoors, plate, pokemon (creature), sky, sleeping, table, twitter username, water

chibi_shark_Illustrious/dataset/026.txt

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+chibi, shark, chbi shark, animal, animal focus, blush stickers, calico, cat, comic, dolphin, handshake, holding hands, instagram username, looking at another, no humans, orca, pawpads, pixiv username, red scarf, scarf, shark costume, silent comic, stuffed animal, stuffed cat, stuffed shark, stuffed toy, twitter logo, twitter username

chibi_shark_Illustrious/dataset/027.txt

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+chibi, shark, chbi shark, :3, animal, animal focus, bell, calico, cat, collar, jingle bell, neck bell, no humans, red collar, sitting

chibi_shark_Illustrious/dataset/028.txt

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+chibi, shark, chbi shark, english text, hood, no humans, purple background, sand castle, sitting, solid oval eyes, wings

chibi_shark_Illustrious/dataset/029.txt

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+chibi, shark, chbi shark, black eyes, border, collar, computer, english text, fins, fish tail, indoors, keyboard (computer), monitor, mouse (computer), no humans, red collar, sitting, stuffed animal, stuffed shark, stuffed toy, tail, white border

chibi_shark_Illustrious/dataset/030.txt

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+chibi, shark, chbi shark, animal focus, cloud, cloudy sky, fence, fins, fish tail, full moon, halloween, jack-o'-lantern, moon, night, night sky, no humans, outdoors, pumpkin, purple sky, sky, stuffed shark, wooden fence

chibi_shark_Illustrious/dataset/031.txt

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+chibi, shark, chbi shark, black eyes, blue scarf, blue sky, border, cloud, day, field, flower, flower field, grass, hill, mountain, no humans, outdoors, pokemon (creature), scarf, sky, tree, white border

chibi_shark_Illustrious/dataset/032.txt

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+chibi, shark, chbi shark, ?, bandages, candy, clothed pokemon, comic, crescent moon, food, halloween, halloween bucket, halloween costume, hat, heart, jack-o'-lantern, lollipop, moon, night, no humans, outdoors, pokemon (creature), pumpkin, running, silent comic, spoken question mark, swirl lollipop, tree, witch hat

chibi_shark_Illustrious/dataset/033.txt

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+chibi, shark, chbi shark, arms up, black eyes, fins, fish tail, from behind, hood, hoodie, no humans, puddle, rain, raincoat, shark tail, shirt, short sleeves, standing, standing on one leg, tail, water, yellow footwear, yellow shirt

chibi_shark_Illustrious/dataset/034.txt

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+chibi, shark, chbi shark, 6+others, aquarium, chips (food), comic, controller, cup, disposable cup, drinking straw, fins, fish, fish tail, food, french fries, fried chicken, hat, indoors, multiple others, no humans, popcorn, remote control, restaurant, shark tail, silent comic, soda, too many

chibi_shark_Illustrious/dataset/035.txt

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+chibi, shark, chbi shark, collar, fish tail, no humans, notice lines, o_o, red collar, shark tail, sitting, stuffed shark, white eyes

chibi_shark_Illustrious/dataset/036.txt

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+chibi, shark, chbi shark, :3, animal costume, lucky beast (kemono friends), no humans, sitting, solid oval eyes, tail, wolf, yellow eyes, |_|

chibi_shark_Illustrious/dataset/037.txt

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+chibi, shark, chbi shark, black eyes, fish tail, no humans, red scarf, shark tail, solid circle eyes, tail

chibi_shark_Illustrious/dataset/038.txt

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+chibi, shark, chbi shark, animal costume, black eyes, bubble tea, crown, cup, disposable cup, drink, drinking straw, english text, holding, holding cup, holding drink, no humans, scarf, shark costume, standing, white scarf

chibi_shark_Illustrious/dataset/039.txt

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+chibi, shark, chbi shark, :3, animal focus, animal hat, animal hood, black eyes, blush stickers, lying, no humans, shark costume, sleeping, solid circle eyes, stuffed animal, stuffed toy

chibi_shark_Illustrious/dataset/040.txt

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+chibi, shark, chbi shark, air bubble, border, bubble, comic, holding, no humans, open mouth, pokemon (creature), riding, scissors, swimming, turtle, twitter logo, twitter username, underwater, white border

chibi_shark_Illustrious/dataset/041.txt

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+chibi, shark, chbi shark, ?, animal focus, black eyes, border, day, dirt, grass, no humans, on stomach, outdoors, pokemon (creature), solid circle eyes, spoken question mark, tree, twitter username, white border

chibi_shark_Illustrious/dataset/042.txt

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+chibi, shark, chbi shark, animal, animal focus, black eyes, border, color guide, no humans, sitting, solid circle eyes, yellow background

chibi_shark_Illustrious/dataset/043.txt

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+chibi, shark, chbi shark, black eyes, blurry, blurry background, day, grass, no humans, outdoors, photo background, pokemon (creature), sitting, solid oval eyes, tree

chibi_shark_Illustrious/dataset/044.txt

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+chibi, shark, chbi shark, bag, bread, chips (food), eating, fish tail, food, holding, no humans, notice lines, paper bag, red scarf, scarf, shark tail, sitting, solid oval eyes, tail

chibi_shark_Illustrious/dataset/045.txt

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+chibi, shark, chbi shark, can, no humans, solid oval eyes, stuffed shark

chibi_shark_Illustrious/dataset/046.txt

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+chibi, shark, chbi shark, 3koma, comic, flying sweatdrops, holding, holding umbrella, no humans, outdoors, puddle, rain, silent comic, stuffed shark, tree, umbrella, whale