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Roblox_Baller_Illustrious/config/training_Roblox_Baller_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 = 32
+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/Roblox_Baller_Illustrious/output"
+output_name = "Roblox_Baller_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/Roblox_Baller_Illustrious/logs"
+log_prefix = "Roblox_Baller_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

Roblox_Baller_Illustrious/dataset/02d88b8b27e04572a1953dfc70a3e9eb.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1boy, 1other, antenna hair, brown hair, brown pants, closed mouth, colored skin, drawstring, green hoodie, grey pants, hood, hood down, hoodie, long sleeves, male focus, other focus, pants, short hair, smile, standing, v-shaped eyebrows, yellow skin

Roblox_Baller_Illustrious/dataset/09e813139e4d3922b0ba0657070d0d4b.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, ._., 1boy, aqua hair, aqua necktie, balloon, black footwear, black skirt, black sleeves, boots, collared shirt, cosplay, crossdressing, detached sleeves, grey shirt, hatsune miku, hatsune miku (cosplay), headphones, long hair, male focus, necktie, number tattoo, one eye closed, pleated skirt, shirt, shoulder tattoo, skirt, sleeveless, sleeveless shirt, smile, standing, tattoo, twintails, very long hair

Roblox_Baller_Illustrious/dataset/130157421611c5fb11519c4634bf2f7e.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, ._., 1boy, bow, bowtie, formal, greyscale, hair over one eye, jacket, male focus, monochrome, one eye closed, pants, shirt, smile, suit, traditional bowtie, tuxedo

Roblox_Baller_Illustrious/dataset/1672992124.zombieslaya336_neon_baller.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1boy, animal ears, animal nose, arm up, ball, black background, black fur, blue fur, chibi, closed mouth, cube, furry, furry male, happy, holding, male focus, no humans, outline, raccoon ears, raccoon tail, robot, smile, standing, tail, white outline

Roblox_Baller_Illustrious/dataset/1b83b7a642a36d5f161fb68933b1c05d.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1other, blurry, emoji, food, holding, indoors, photo background, photorealistic, realistic, refrigerator, smile, smiley face

Roblox_Baller_Illustrious/dataset/1ee6dfbb63e15848d1aa108168865aa7.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1boy, ball, basketball, basketball (object), black eyes, black hair, black pants, carrying, carrying under arm, closed mouth, holding ball, japanese clothes, long sleeves, male focus, pants, purple scarf, scarf, shirt, short hair, sleeves past wrists, smile, standing, unmoving pattern

Roblox_Baller_Illustrious/dataset/20442055d259fe4d763b4f5aa7cb8a0a.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1boy, animal ears, animal nose, balloon, black headwear, black pants, body fur, brown hair, brown shirt, ears through headwear, furry, furry male, green eyes, hat, holding, jacket, long sleeves, male focus, open clothes, open jacket, open mouth, pants, shirt, smile

Roblox_Baller_Illustrious/dataset/2d.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1boy, black eyes, black pants, boxing gloves, colored skin, male focus, oekaki, one eye closed, pants, pokemon (creature), red shirt, shirt, sleeveless, smile, standing, transparent background, yellow skin

Roblox_Baller_Illustrious/dataset/3bfa8d2161109a1ab54eea45892bbf62.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, ._., 1boy, ;), ball, male focus, one eye closed, smile

Roblox_Baller_Illustrious/dataset/4d9066b771946b4941133eb24e1f31f7.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, balloon, black hair, black jacket, black necktie, black pants, collared shirt, formal, hair ornament, hairclip, higashiyama kobeni, holding, jacket, medium hair, necktie, pants, shirt, short hair, short ponytail, single sidelock, smile, suit, suit jacket, sweat, sweatdrop, white shirt

Roblox_Baller_Illustrious/dataset/50a84dba16206efcf6e22c3d1c90f17f.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1boy, :d, ^_^, animal ears, arm up, balloon, black pants, closed eyes, colored skin, cropped legs, dice, dress, furry, furry female, goat ears, happy, holding, horns, long sleeves, open mouth, pants, pink fur, red dress, short hair, smile, standing

Roblox_Baller_Illustrious/dataset/5667a5d77d1290171b91a0d63b991ef1.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1boy, black eyes, black pants, closed mouth, male focus, pants, personification, photo inset, red shirt, reference inset, shirt, smile, standing, yellow skin

Roblox_Baller_Illustrious/dataset/578e80866d179b33ad09f283a1468256.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1boy, arm up, bat wings, black eyes, black pants, bow, bowtie, brown footwear, brown headwear, brown jacket, eyepatch, fangs, furry, furry male, grey fur, hat, holding, jacket, long sleeves, male focus, open clothes, open mouth, outstretched arm, pants, purple bow, purple bowtie, shirt, smile, standing, wings

Roblox_Baller_Illustrious/dataset/5bda0fe2e9fba041bbb2ef7edb908381.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, ^_^, cat ears, cat tail, closed eyes, mecha, no humans, non-humanoid robot, robot, smile, star (symbol), tail

Roblox_Baller_Illustrious/dataset/5e1ce3ed6c927399dd47329c6ad16631.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1boy, balloon, black pants, green jacket, jacket, komaeda nagito, long sleeves, male focus, messy hair, open clothes, open jacket, pants, print shirt, shirt, smile, white hair, white shirt

Roblox_Baller_Illustrious/dataset/61c6c13203f31b07ed55418bd68ef718.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1boy, ball, belt, black belt, black shorts, blue shirt, hair over one eye, humanization, male focus, necktie, orange hair, personification, photo inset, pink necktie, purple background, reference inset, shirt, shorts, smile

Roblox_Baller_Illustrious/dataset/66e9a75d6ed737f7d8e8a1ba351154f3.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1boy, animal ears, animal nose, balloon, black pants, body fur, cat ears, cat tail, fang, furry, furry female, furry male, green eyes, grey shirt, hair over one eye, holding, male focus, open mouth, orange fur, pants, pink shirt, ponytail, shirt, smile, standing, tail, yellow fur

Roblox_Baller_Illustrious/dataset/746372692199bd579020bc96c33e2f99.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1girl, aqua hair, balloon, box, cube, detached sleeves, hatsune miku, heart, holding, long hair, skirt, smile, spring onion, thighhighs, twintails, what, zettai ryouiki

Roblox_Baller_Illustrious/dataset/8cb96a8b9549385ffd29a1c423cdea8f.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1boy, :3, animal ears, animal hands, bell, black eyes, blush, bow, cat ears, closed mouth, hair bell, jingle bell, no humans, pink bow, red shirt, red tank top, shirt, smile, standing

Roblox_Baller_Illustrious/dataset/8f049bb06d95f53fcf933f9109ffc2b2.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, ._., 1boy, bald, balloon, black eyes, black pants, blue headwear, blue shirt, box, closed mouth, flat color, happy, holding, male focus, pants, shirt, smile, solid oval eyes, standing, visor cap

Roblox_Baller_Illustrious/dataset/8f738c3f53dfe31d2f54c42a2fd9b4dd.txt

@@ -0,0 +1 @@
+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1girl, arm up, collared shirt, cosplay, ears through headwear, hat, helmet, holding, long sleeves, mask, pants, shirt, sleeves past wrists, standing, suspenders, yellow headwear, yellow jacket, yellow pants, yellow shirt

Roblox_Baller_Illustrious/dataset/938d933f3c48ebb3c20761b623216615 (1).txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, ._., balloon, blue eyes, cube, grin, no humans, robot, smile, standing, teeth

Roblox_Baller_Illustrious/dataset/938d933f3c48ebb3c20761b623216615.txt

@@ -0,0 +1 @@
+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, ._., balloon, blue eyes, cube, grin, no humans, robot, smile, standing, teeth

Roblox_Baller_Illustrious/dataset/940a6a8b737deb48c392342331f246c3.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, ^_^, arachne, arthropod boy, arthropod girl, black jacket, bug, closed eyes, facing viewer, fangs, holding, jacket, no humans, red shirt, shaded face, shirt, spider, spider girl, taur

Roblox_Baller_Illustrious/dataset/All post are now baller sorry 😣.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, ._., 1boy, arm up, buttons, closed mouth, dirty, dirty clothes, dirty face, formal, holding, holding shield, male focus, necktie, one eye closed, pants, pinstripe pattern, pinstripe suit, shield, shirt, short hair, smile, standing, suit, very short hair, vest

Roblox_Baller_Illustrious/dataset/BALLENARDO.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1boy, boxing gloves, cropped legs, crossover, male focus, no humans

Roblox_Baller_Illustrious/dataset/BALLER (1).txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, ._., 1boy, bald, balloon, black eyes, black pants, blue headwear, blue shirt, box, closed mouth, flat color, happy, holding, male focus, pants, shirt, smile, solid oval eyes, standing, visor cap

Roblox_Baller_Illustrious/dataset/BALLER (2).txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, ._., 1boy, arm up, black eyes, black pants, boxing gloves, closed mouth, colored skin, male focus, pants, red shirt, red tank top, shirt, sleeveless, sleeveless shirt, smile, standing, tank top, v-shaped eyebrows, yellow skin

Roblox_Baller_Illustrious/dataset/BALLER ELIZABETH.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1girl, blonde hair, bow, hair bow, long hair, no humans, red bow, smile

Roblox_Baller_Illustrious/dataset/BALLER GİYUU !_.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1boy, ball, basketball, basketball (object), black eyes, black hair, black pants, carrying, carrying under arm, closed mouth, holding, holding ball, japanese clothes, long sleeves, male focus, pants, purple scarf, scarf, shirt, short hair, sleeves past wrists, smile, standing, unmoving pattern

Roblox_Baller_Illustrious/dataset/BALLER MIKU!!!!.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, ._., 1boy, aqua hair, aqua necktie, balloon, black footwear, black skirt, black sleeves, boots, collared shirt, cosplay, crossdressing, detached sleeves, grey shirt, hatsune miku, hatsune miku (cosplay), headphones, long hair, male focus, necktie, number tattoo, one eye closed, pleated skirt, shirt, shoulder tattoo, skirt, sleeveless, sleeveless shirt, smile, standing, tattoo, twintails, very long hair

Roblox_Baller_Illustrious/dataset/BALLER!!!.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1boy, belt, blank eyes, boxing gloves, colored skin, green skin, male focus, no humans, no pupils, smile, white eyes

Roblox_Baller_Illustrious/dataset/BALLER_.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1boy, black eyes, black pants, boxing gloves, character name, colored skin, english text, grin, halftone, male focus, one eye closed, pants, purple pants, red shirt, shirt, sleeveless, sleeveless shirt, smile, solid oval eyes, standing, standing on one leg, v-shaped eyebrows, yellow background, yellow skin

Roblox_Baller_Illustrious/dataset/Baller dummy.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, ._., ;), balloon, black eyes, closed mouth, happy, no humans, one eye closed, pokemon (creature), smile, standing, transparent background

Roblox_Baller_Illustrious/dataset/Deep Fried Baller.txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1boy, black eyes, black pants, boxing gloves, glitch, holding, leg up, male focus, pants, pixelated, red shirt, shirt, smile, standing, standing on one leg, yellow jacket, yellow skin

Roblox_Baller_Illustrious/dataset/a43803d1f9d90ba0a9a67e7a9f8819a5 (1).txt

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+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1boy, ahoge, black pants, breast pocket, brown hair, collared shirt, food, fruit, green necktie, hinata hajime, holding, male focus, necktie, one eye closed, pants, pocket, shirt, shoes, short hair, smile, white shirt

Roblox_Baller_Illustrious/dataset/a43803d1f9d90ba0a9a67e7a9f8819a5.txt

@@ -0,0 +1 @@
+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1boy, ahoge, black pants, breast pocket, brown hair, collared shirt, food, fruit, green necktie, hinata hajime, holding, male focus, necktie, one eye closed, pants, pocket, shirt, shoes, short hair, smile, white shirt

Roblox_Baller_Illustrious/dataset/a9fc7e626aac23ffd773193563d232f7.txt

@@ -0,0 +1 @@
+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1boy, box, cardboard box, carrying, carrying over shoulder, carrying under arm, closed mouth, cube, food, fruit, greyscale, high contrast, holding, holding food, holding fruit, male focus, monochrome, shirt, short hair, shorts, smile, standing, watermelon

Roblox_Baller_Illustrious/dataset/b214745a34d0de694770075f26c6cd4b.txt

@@ -0,0 +1 @@
+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1boy, basketball, basketball (object), colored skin, male focus, red shirt, shirt, white hair, yellow skin

Roblox_Baller_Illustrious/dataset/bace9a360572e73aa906f752ce58e7c6.txt

@@ -0,0 +1 @@
+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1boy, ball, balloon, blonde hair, closed eyes, kagamine len, male focus, sailor collar, smile

Roblox_Baller_Illustrious/dataset/baller (3).txt

@@ -0,0 +1 @@
+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1boy, arm up, black footwear, boxing gloves, closed mouth, green eyes, male focus, red shirt, smile, standing, standing on one leg, v-shaped eyebrows

Roblox_Baller_Illustrious/dataset/baller.txt

@@ -0,0 +1 @@
+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, ._., 1boy, ;), boxing gloves, closed mouth, male focus, no humans, one eye closed, smile, standing

Roblox_Baller_Illustrious/dataset/baller_by_fluffmcguff_dfftzp9-375w-2x.txt

@@ -0,0 +1 @@
+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1boy, black eyes, black pants, cube, male focus, pants, red shirt, shirt, smile, standing, transparent background, v-shaped eyebrows, weapon

Roblox_Baller_Illustrious/dataset/baller_by_patogame79_dfo0j1w-375w-2x.txt

@@ -0,0 +1 @@
+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1boy, ;), black border, black eyes, border, brown hair, colored skin, drawstring, hood, hoodie, male focus, one eye closed, orange hoodie, pants, pocket, red background, red hoodie, smile, style parody, yellow skin

Roblox_Baller_Illustrious/dataset/bc84cf5688625b0b031bda439e6c4dd7 (1).txt

@@ -0,0 +1 @@
+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1boy, animal ears, animal nose, arm up, belt, black hair, black necktie, black shirt, body fur, cat boy, collared shirt, cropped legs, dog ears, furry, furry male, grin, happy, hat, holding, long sleeves, male focus, outstretched arm, pants, purple eyes, purple headwear, purple pants, purple vest, shirt, short hair, smile, standing, vest, white fur

Roblox_Baller_Illustrious/dataset/bc84cf5688625b0b031bda439e6c4dd7.txt

@@ -0,0 +1 @@
+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1boy, animal ears, animal nose, arm up, belt, black hair, black necktie, black shirt, body fur, cat boy, collared shirt, cropped legs, dog ears, furry, furry male, grin, happy, hat, holding, long sleeves, male focus, outstretched arm, pants, purple eyes, purple headwear, purple pants, purple vest, shirt, short hair, smile, standing, vest, white fur

Roblox_Baller_Illustrious/dataset/bf6d7379d45600a2f38ab760d81eaad0.txt

@@ -0,0 +1 @@
+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, 1boy, balloon, black headwear, black pants, bow, bowtie, cat, cat boy, formal, furry, furry male, green eyes, hat, holding, male focus, necktie, outstretched arm, pants, smile, standing, suit, top hat, traditional bowtie, tuxedo, whiskers

Roblox_Baller_Illustrious/dataset/dfipjdw-f5231d26-9f81-4c36-bc34-27bcc5f22924.txt

@@ -0,0 +1 @@
+sergey004-concept, mikus-concept, holding a ball with one hand raised up, smiling, full body, ._., animal, animal focus, animalization, balloon, black background, box, cardboard box, dog, drawstring, flat color, furry, furry male, holding, holding balloon, hood, no humans, paw print, smile, star (symbol)

SpongeBob_In_diner_Illustrious/RunSpongeBob_In_diner.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 "SpongeBob_In_diner_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 "sergey004-concept, sitting alone in an empty diner, looking ahead with a thoughtful and sad expression on his face, hands folded on the table in front of a cup of hot drink, red sofas are visible in the background, sitting, sitting on a red sofa," \
+    --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