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springtrap_Illustrious/Run_scrape_springtrap.sh

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+#!/bin/bash
+# Script to scrape artworks from a specific author using master_train.py (gallery-dl backend)
+
+# --- Activate environment if needed ---
+source ./Loras/lora_env/bin/activate
+
+echo "Starting image scraping..."
+echo "Using Python version: $(python --version)"
+
+python master_train.py \
+    --project_name "springtrap_Illustrious" \
+    --base_dir "./Loras" \
+    --run_steps "scrape" \
+    --base_model "https://huggingface.co/OnomaAIResearch/Illustrious-xl-early-release-v0/resolve/main/Illustrious-XL-v0.1.safetensors" \
+    --base_vae "stabilityai/sdxl-vae" \
+    --source "all" \
+    --scrape_tags "springtrap" \
+    --scrape_limit 500 \
+    --cookies "www.furaffinity.net_cookies.txt" 
+
+EXIT_CODE=$?
+if [ $EXIT_CODE -eq 0 ]; then
+    echo "Image scraping finished successfully."
+else
+    echo "Image scraping failed with exit code $EXIT_CODE."
+fi

springtrap_Illustrious/Run_springtrap_Illustrious.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 "springtrap_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 "spr1ngtrap, dark green body, white eyes" \
+    --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" \
+    --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 7.0 \
+\
+    --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

springtrap_Illustrious/config/dataset_springtrap_Illustrious.toml

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+[[datasets]]
+
+[[datasets.subsets]]
+image_dir = "/home/user/Local_train/Loras/springtrap_Illustrious/dataset"
+num_repeats = 2
+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

springtrap_Illustrious/config/training_springtrap_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 = 60
+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/springtrap_Illustrious/output"
+output_name = "springtrap_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/springtrap_Illustrious/logs"
+log_prefix = "springtrap_Illustrious"
+log_with = "tensorboard"
+lowram = false
+train_batch_size = 4
+xformers = false
+sdpa = true
+min_snr_gamma = 7.0
+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

springtrap_Illustrious/dataset/1037195 Two Mad Rabbits - Fnaf 10th Anniversary [2024].txt

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+spr1ngtrap, dark green body, white eyes, 2girls, :3, ;d, animal ears, animal nose, ass, ass-to-ass, bare shoulders, barefoot, bent over, blue bow, blue bowtie, body fur, border, bottomless, bow, bowtie, breasts, brown fur, buck teeth, checkered background, checkered floor, chromatic aberration, crop top, cropped vest, english text, fangs, from behind, furry, furry female, gloves, green eyes, grey border, hand on own knee, hand up, happy, huge ass, large breasts, leaning forward, looking back, medium breasts, multiple girls, no nipples, nude, one eye closed, open mouth, outline, outside border, rabbit ears, rabbit girl, rabbit tail, red background, red eyes, shirt, sleeveless, sleeveless shirt, smile, standing, star (symbol), star print, stitches, tail, teeth, thick thighs, thighs, twitter username, two-tone fur, vest, whiskers, white border, white fur, white gloves, white outline, wide hips, yellow fur

springtrap_Illustrious/dataset/1038077 In the bunny.txt

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+spr1ngtrap, dark green body, white eyes, 1girl, animal ears, black sclera, blue eyes, blue sclera, breasts, colored sclera, dark, furry, furry female, glowing, glowing eyes, hands on own hips, happy, horror (theme), indoors, large breasts, no nipples, open mouth, rabbit costume, rabbit ears, rabbit girl, sharp teeth, smile, steam, steaming body, teeth

springtrap_Illustrious/dataset/1140282 Wilma Being Naughty.txt

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+spr1ngtrap, dark green body, white eyes, 1girl, ass, ass focus, bent over, english text, from behind, greyscale, huge ass, joints, long hair, looking back, monochrome, thick thighs, thighhighs, thighs

springtrap_Illustrious/dataset/1147455 Better Then a Cramped Office .txt

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+spr1ngtrap, dark green body, white eyes, 2boys, animal ears, animal nose, black eyes, black jacket, black pants, blue fur, body fur, claws, colored sclera, digimon (creature), fat, furry, furry male, green eyes, grin, indoors, lying, male focus, multiple boys, on side, photo (object), poster (object), sharp teeth, smile, snout, teeth, trash can, two-tone fur, yellow fur

springtrap_Illustrious/dataset/1160517 Family Reunion, Theme Park Edition.txt

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+spr1ngtrap, dark green body, white eyes, 1girl, anger vein, angry, animal ears, animal nose, big belly, black eyes, body fur, breasts, breasts apart, bulge, covered penis, dog ears, english text, fat, furry, furry female, furry male, half-closed eyes, happy, jaggy lines, large breasts, male focus, male underwear, no nipples, open mouth, panties, pointing, scar, scar on arm, scar on face, scar on leg, segmented comic, short hair, snout, speech bubble, standing, talking, thick thighs, thighs, topless male, transparent background, two-tone fur, underwear, yellow fur

springtrap_Illustrious/dataset/127813321_p0.txt

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+spr1ngtrap, dark green body, white eyes, colored sclera, green background, green theme, horror (theme), no humans, red sclera, silhouette

springtrap_Illustrious/dataset/128186664_p0.txt

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+spr1ngtrap, dark green body, white eyes, blue background, cable, claws, humanoid robot, joints, mechanical parts, no humans, non-humanoid robot, pointing, purple eyes, robot, robot joints, science fiction, teeth, wire

springtrap_Illustrious/dataset/129107621_p0.txt

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+spr1ngtrap, dark green body, white eyes, axe, battle axe, glowing, glowing eyes, grin, hallway, holding, holding axe, holding weapon, horror (theme), no humans, rabbit ears, robot, smile, teeth, weapon

springtrap_Illustrious/dataset/129107621_p1.txt

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+spr1ngtrap, dark green body, white eyes, android, animal ears, axe, blood, blood on weapon, broken, crack, damaged, english text, holding, holding axe, humanoid robot, joints, mechanical parts, no humans, rabbit ears, robot, smile, teeth, weapon

springtrap_Illustrious/dataset/129295091_p0.txt

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+spr1ngtrap, dark green body, white eyes, 1boy, animal ears, belt, brown footwear, collared shirt, furry, furry male, green pants, green shirt, green skin, jaggy lines, male focus, pants, partially unbuttoned, rabbit boy, rabbit ears, red shirt, shirt, shoes, standing, watch, wristwatch

springtrap_Illustrious/dataset/129295091_p1.txt

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+spr1ngtrap, dark green body, white eyes, 1boy, animal ears, bara, belt, blurry background, furry, furry male, looking to the side, male focus, muscular, muscular male, pants, pectorals, rabbit ears, teeth, thick eyebrows

springtrap_Illustrious/dataset/129295091_p2.txt

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+spr1ngtrap, dark green body, white eyes, 1boy, animal ears, bara, belt, black tank top, feet out of frame, furry, furry male, green fur, hands in pockets, male focus, muscular male, pants, pectoral cleavage, pectorals, rabbit boy, rabbit ears, sidepec, smile, tank top, thick eyebrows

springtrap_Illustrious/dataset/129295091_p3.txt

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+spr1ngtrap, dark green body, white eyes, 1boy, animal ears, belt, black shirt, blood, boots, brown footwear, furry, furry male, male focus, pants, shirt, smile, torn clothes, torn pants, torn shirt

springtrap_Illustrious/dataset/129510047_p0.txt

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+spr1ngtrap, dark green body, white eyes, 1girl, ahoge, bow, bowtie, braid, braided bun, closed eyes, closed mouth, expressionless, hair bun, halo, helmet, holding, holding helmet, pink hair, purple bow, purple bowtie, robot, sidelocks, single hair bun, unworn helmet

springtrap_Illustrious/dataset/130196422_p0.txt

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+spr1ngtrap, dark green body, white eyes, 1boy, 1other, from behind, monochrome, monster, no humans, spot color, standing

springtrap_Illustrious/dataset/130944506_p0.txt

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+spr1ngtrap, dark green body, white eyes, digimon (creature), monster, no humans, open mouth, robot, teeth

springtrap_Illustrious/dataset/130952774_p0.txt

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+spr1ngtrap, dark green body, white eyes, axe, holding, holding axe, holding knife, knife, no humans, open mouth, pokemon (creature), teeth, transparent background

springtrap_Illustrious/dataset/131155351_p0.txt

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+spr1ngtrap, dark green body, white eyes, 1boy, 1girl, animal print, balloon, blush, bow, eyeshadow, holding, holding knife, hug, knife, leopard print, makeup, open mouth, pink bow, pink hair, purple bow, purple lips, purple pants, short hair, smile, undercut

springtrap_Illustrious/dataset/131162609_p0.txt

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+spr1ngtrap, dark green body, white eyes, 2boys, armor, beard, blue pants, blue shirt, brown hair, crossover, english text, facial hair, fat, fat man, helmet, male focus, multiple boys, pants, power armor, shirt, speech bubble

springtrap_Illustrious/dataset/131995503_p0.txt

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+spr1ngtrap, dark green body, white eyes, 1other, character name, graphite (medium), greyscale, ink (medium), monochrome, no humans, robot, skeleton

springtrap_Illustrious/dataset/132095938_p0.txt

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+spr1ngtrap, dark green body, white eyes, 1boy, antlers, bow, bowtie, flower, holding, holding knife, knife, male focus, mask, monochrome, reindeer antlers, scar, smile, star (symbol), weapon

springtrap_Illustrious/dataset/132237599_p0.txt

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+spr1ngtrap, dark green body, white eyes, android, animal ears, black background, damaged, glowing, horror (theme), mechanical parts, no humans, open mouth, rabbit ears, robot, sharp teeth, standing, teeth

springtrap_Illustrious/dataset/132237599_p1.txt

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+spr1ngtrap, dark green body, white eyes, android, black background, damaged, glowing, horror (theme), no humans, open mouth, rabbit ears, robot, sharp teeth, standing, teeth

springtrap_Illustrious/dataset/132608640_p0.txt

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+spr1ngtrap, dark green body, white eyes, 2boys, 3koma, bear, bear boy, bear ears, bow, bowtie, comic, furry, furry male, green eyes, hat, horror (theme), looking at another, male focus, mini hat, multiple boys, open mouth, pointing, pointing at another, pointing at self, speech bubble, teeth, top hat

springtrap_Illustrious/dataset/132911860_p0.txt

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+spr1ngtrap, dark green body, white eyes, 1girl, animal ear fluff, animal ears, belt, boots, breasts, chibi, colored skin, english text, graffiti, green hair, green skin, grin, hand on own hip, hand up, lamppost, letterboxed, long hair, monster energy, navel, outdoors, purple eyes, rabbit ears, rabbit girl, road, smile, street, tail, teeth, v, very long hair

springtrap_Illustrious/dataset/133129187_p0.txt

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+spr1ngtrap, dark green body, white eyes, 1boy, 1other, armor, blood, greyscale, helmet, horror (theme), male focus, mechanical parts, monochrome, object through head

springtrap_Illustrious/dataset/133129187_p1.txt

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+spr1ngtrap, dark green body, white eyes, 1boy, 1other, android, blood, damaged, gas mask, horror (theme), humanoid robot, jacket, male focus, mask, mechanical parts, robot, straight-on

springtrap_Illustrious/dataset/133447405_p4.txt

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+spr1ngtrap, dark green body, white eyes, 1boy, black sclera, colored sclera, digimon (creature), glitch, grin, male focus, no humans, pixelated, smile, teeth

springtrap_Illustrious/dataset/134087378_p0.txt

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+spr1ngtrap, dark green body, white eyes, blank eyes, blood, blood on knife, holding, holding knife, knife, no humans, open mouth, pokemon (creature), purple background, standing, teeth, weapon

springtrap_Illustrious/dataset/134835023_p0.txt

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+spr1ngtrap, dark green body, white eyes, 1boy, animal ears, blood, broken, damaged, glitch, holding, holding knife, knife, male focus, no humans, purple background, robot, standing, teeth, weapon

springtrap_Illustrious/dataset/15920991 Springtrap.txt

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+spr1ngtrap, dark green body, white eyes, 1girl, blonde hair, cat, horror (theme), open mouth

springtrap_Illustrious/dataset/15937894 Springtrap Trap Sprung.txt

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+spr1ngtrap, dark green body, white eyes, animal ears, digimon (creature), fangs, horror (theme), no humans, open mouth, robot, saliva, sharp teeth, teeth, tongue, tongue out, uvula

springtrap_Illustrious/dataset/16652559 Springtrap's Friends .txt

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+spr1ngtrap, dark green body, white eyes, ..., 1girl, 2boys, comic, crying, english text, faceless, faceless male, greyscale, hat, headpat, horns, monochrome, monster boy, monster girl, multiple boys, speech bubble, streaming tears, tears

springtrap_Illustrious/dataset/17198377 Springtrap - Garret.txt

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+spr1ngtrap, dark green body, white eyes, 1boy, abs, arm behind head, bara, boxer briefs, bulge, cross scar, furry, furry male, male focus, male underwear, muscular, muscular male, no nipples, pectorals, scar, scar on arm, scar on chest, topless male, underwear, underwear only, yellow eyes, yellow fur

springtrap_Illustrious/dataset/17281764 [Commission] Commissar_prick - Springtrap Leg Ref. Sheet.txt

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+spr1ngtrap, dark green body, white eyes, 1girl, 1other, animal ears, animal feet, animal hands, animal nose, arm at side, arrow (symbol), bleeding, blood, blood on face, body fur, bruise, cuts, english text, furry, furry female, greyscale, hand on own hip, hand up, injury, monochrome, motion lines, multiple views, on one knee, open mouth, rabbit boy, rabbit ears, rabbit girl, rabbit tail, scratches, smile, standing, tail, teeth, thick thighs, thighs, wide hips

springtrap_Illustrious/dataset/17397310 Springtrap and Foxy (furry version).txt

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+spr1ngtrap, dark green body, white eyes, 2boys, animal ears, blue eyes, candle, crossover, eyepatch, furry male, holding, looking at another, multiple boys, orange eyes, painting (medium), rabbit costume, scar, sharp teeth, smile, standing, tail, teeth, watercolor (medium), what, wolf boy, wolf ears, wolf tail

springtrap_Illustrious/dataset/17877682 Springtrap Fuzzy Lumpkins.txt

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+spr1ngtrap, dark green body, white eyes, 1boy, english text, furry male, grin, male focus, smile, standing, straight-on, teeth

springtrap_Illustrious/dataset/18013052 Day 1 Nightmare Springtrap.txt

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+spr1ngtrap, dark green body, white eyes, android, animal ears, bone, bow, bowtie, claws, cyborg, digimon (creature), joints, mechanical parts, no humans, non-humanoid robot, open mouth, purple bow, purple bowtie, robot, robot joints, sharp teeth, skeleton, teeth, web address, yellow eyes

springtrap_Illustrious/dataset/18859537 Day 10 Toy Springtrap.txt

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+spr1ngtrap, dark green body, white eyes, 1boy, android, animal ears, black eyes, black sclera, blush stickers, bow, bowtie, colored sclera, furry, grin, hands up, happy, humanoid robot, joints, male focus, night, purple bow, purple bowtie, rabbit boy, rabbit ears, robot, robot joints, sky, smile, star (sky), starry sky, teeth, twitter username, yellow fur, yellow skin

springtrap_Illustrious/dataset/18942544 Here's Springtrap!!!.txt

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+spr1ngtrap, dark green body, white eyes, 1boy, bolt, digimon (creature), glowing, glowing eyes, grin, horns, male focus, opening door, smile, teeth

springtrap_Illustrious/dataset/18964346 Meeting Springtrap.txt

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+spr1ngtrap, dark green body, white eyes, 2boys, 2koma, animal ears, clipboard, comic, english text, furry, furry male, holding pen, holding pencil, horns, male focus, multiple boys, open mouth, pants, pen, pencil, police, police uniform, sharp teeth, speech bubble, tail, teeth, uniform

springtrap_Illustrious/dataset/18969665 Sketching Springtrap.txt

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+spr1ngtrap, dark green body, white eyes, 2boys, animal ears, barefoot, chair, crossed arms, furry, furry male, holding pen, horns, jaggy lines, male focus, multiple boys, oekaki, office chair, pen, shirt, sitting, smile, swivel chair, writing

springtrap_Illustrious/dataset/19174063 Springtrap.txt

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+spr1ngtrap, dark green body, white eyes, 1boy, animal ears, black eyes, furry, furry male, male focus, rabbit, rabbit boy, rabbit costume, rabbit ears, smile, standing, stitches, what

springtrap_Illustrious/dataset/21609429 .SpringTrap..txt

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+spr1ngtrap, dark green body, white eyes, 1girl, alien, android, animal ears, breasts, colored skin, damaged, formal, green hair, green skin, grin, hand on own hip, jewelry, necklace, piercing, smile, stitches, teeth, torn clothes, yellow skin, zombie

springtrap_Illustrious/dataset/2883164 4290718 S P R I N G T R A P P E D.txt

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+spr1ngtrap, dark green body, white eyes, copyright name, english text, no humans, non-humanoid robot, purple background, robot

springtrap_Illustrious/dataset/28861695 FNaF - Golden Freddy and Springtrap's Answer.txt

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+spr1ngtrap, dark green body, white eyes, 2boys, animal ears, bear boy, black bowtie, blush, bow, bowtie, brown fur, dog boy, english text, furry, furry male, furry with furry, hand on another's shoulder, hat, licking, licking another's face, male focus, mini hat, mini top hat, multiple boys, purple bowtie, rabbit boy, rabbit ears, speech bubble, tongue, top hat, yaoi