The training and publication of this LoRA were conducted entirely by an autonomous Agent equipped with multiple embedded skills and tools. The complete workflow, including data generation, training configuration, model training, result organization, and automated release, was executed without human supervision. Based on the author’s manual inspection of representative samples, the resulting LoRA demonstrates strong character consistency, stable visual identity, and well-defined character anchors. These observations suggest that the proposed agent-driven workflow is both efficient and technically robust.

Further implementation details are available in the accompanying technical article:
https://civarchive.com/articles/32228/single-image-character-lora-training-via-synthetic-expansion

Suzuran / 铃兰 multi-outfit LoRA for Arknights on WAI v17 / Illustrious-SDXL. Use `suzuran` with `arknights` around weight `0.55`; recommended range is `0.45-0.70`.

Trigger words
suzuran, suzuran_elite_1, arknights, 1girl, suzuran_qituhuakai, suzuran_xueji, suzuran_chunzhisong

Recommended Usage

### Default Weight

`0.55`

### Useful Range

`0.45-0.70`

### Motion / Composition First

Use the lower side of the tested range, around `0.45`, when pose flexibility or scene composition matters more than strict outfit locking.

### Avoid as Default

Weights above `0.70` are not recommended as the default because this project showed higher risk of reference-prop leakage and reduced composition flexibility.

Outfit Prompts

精英1 / elite_1

Outfit trigger: suzuran_elite_1

Full prompt

suzuran, suzuran_elite_1, arknights, 1girl, solo, blonde hair, multicolored hair, braided hair rings, braid, white hair, two-tone hair, short hair, twin braids, green eyes, tail, animal ears, fox tail, multiple tails, dress, purple dress, frilled dress, skirt, pantyhose, white pantyhose, torn pantyhose, shoes, gloves, black gloves, oripathy lesion (arknights), fox ears, single glove, blue hairband, infection monitor (arknights), hairband, fox girl, black footwear, kitsune, torn clothes, hair rings, single wrist cuff, earpiece, frills, white shirt, bare shoulders, animal ear fluff, wrist cuffs, id card, white cloak, collar, colored tips, wrist scrunchie, tactical clothes

Example with LoRA

<lora:suzuran_strict_imagegen_recommended_e000006:0.55>, suzuran, suzuran_elite_1, arknights, 1girl, solo, blonde hair, multicolored hair, braided hair rings, braid, white hair, two-tone hair, short hair, twin braids, green eyes, tail, animal ears, fox tail, multiple tails, dress, purple dress, frilled dress, skirt, pantyhose, white pantyhose, torn pantyhose, shoes, gloves, black gloves, oripathy lesion (arknights), fox ears, single glove, blue hairband, infection monitor (arknights), hairband, fox girl, black footwear, kitsune, torn clothes, hair rings, single wrist cuff, earpiece, frills, white shirt, bare shoulders, animal ear fluff, wrist cuffs, id card, white cloak, collar, colored tips, wrist scrunchie, tactical clothes, upper body, looking at viewer, soft smile

弃土花开 / qituhuakai

Outfit trigger: suzuran_qituhuakai

Full prompt

suzuran, suzuran_qituhuakai, arknights, 1girl, solo, blonde hair, white hair, long hair, green eyes, animal ears, fox tail, boots, socks, gloves, fingerless gloves, brown gloves, arm ribbon, red ribbon, ribbon, goggles, fox ears, dirty face, goggles on head, pants, dirty, torn pants, torn clothes, brown footwear, fox girl, torn jeans, thigh strap, black pants, id card, armband, single pantsleg, multicolored hair, two-tone hair, ponytail, jacket, shirt, black scarf, scarf, long sleeves, animal ear fluff, bandana, layered sleeves

Example with LoRA

<lora:suzuran_strict_imagegen_recommended_e000006:0.55>, suzuran, suzuran_qituhuakai, arknights, 1girl, solo, blonde hair, white hair, long hair, green eyes, animal ears, fox tail, boots, socks, gloves, fingerless gloves, brown gloves, arm ribbon, red ribbon, ribbon, goggles, fox ears, dirty face, goggles on head, pants, dirty, torn pants, torn clothes, brown footwear, fox girl, torn jeans, thigh strap, black pants, id card, armband, single pantsleg, multicolored hair, two-tone hair, ponytail, jacket, shirt, black scarf, scarf, long sleeves, animal ear fluff, bandana, layered sleeves, upper body, looking at viewer, soft smile

雪霁 / xueji

Outfit trigger: suzuran_xueji

Full prompt

suzuran, suzuran_xueji, arknights, 1girl, solo, blonde hair, long hair, multicolored hair, white hair, green eyes, animal ears, tail, fox tail, multiple tails, hakama skirt, skirt, black skirt, long skirt, pleated skirt, white socks, socks, bobby socks, hair ornament, tassel hair ornament, red hairband, fox ears, pink kimono, black hakama, japanese clothes, okobo, fox girl, tabi, apron, waist apron, yagasuri, floral print, white apron, frilled apron, kimono, hairband, pinwheel, kitsune, sash, kyuubi, long sleeves, obi, hair flower, wide sleeves, animal ear fluff

Example with LoRA

<lora:suzuran_strict_imagegen_recommended_e000006:0.55>, suzuran, suzuran_xueji, arknights, 1girl, solo, blonde hair, long hair, multicolored hair, white hair, green eyes, animal ears, tail, fox tail, multiple tails, hakama skirt, skirt, black skirt, long skirt, pleated skirt, white socks, socks, bobby socks, hair ornament, tassel hair ornament, red hairband, fox ears, pink kimono, black hakama, japanese clothes, okobo, fox girl, tabi, apron, waist apron, yagasuri, floral print, white apron, frilled apron, kimono, hairband, pinwheel, kitsune, sash, kyuubi, long sleeves, obi, hair flower, wide sleeves, animal ear fluff, upper body, looking at viewer, soft smile

春之颂 / chunzhisong

Outfit trigger: suzuran_chunzhisong

Full prompt

suzuran, suzuran_chunzhisong, arknights, 1girl, solo, blonde hair, long hair, multicolored hair, white hair, two-tone hair, green eyes, animal ears, tail, fox tail, multiple tails, skirt, shirt, white shirt, blue skirt, high-waist skirt, cross-laced skirt, jacket, white jacket, shoes, socks, white socks, bobby socks, neck ribbon, red ribbon, ribbon, black cat, fox ears, cat, fox girl, blue hairband, hairband, frilled hairband, kitsune, brown footwear, long sleeves, frills, yellow cardigan, cardigan, animal ear fluff, kyuubi, hair scrunchie, puffy sleeves, scrunchie, black mascot hair ornament

Example with LoRA

<lora:suzuran_strict_imagegen_recommended_e000006:0.55>, suzuran, suzuran_chunzhisong, arknights, 1girl, solo, blonde hair, long hair, multicolored hair, white hair, two-tone hair, green eyes, animal ears, tail, fox tail, multiple tails, skirt, shirt, white shirt, blue skirt, high-waist skirt, cross-laced skirt, jacket, white jacket, shoes, socks, white socks, bobby socks, neck ribbon, red ribbon, ribbon, black cat, fox ears, cat, fox girl, blue hairband, hairband, frilled hairband, kitsune, brown footwear, long sleeves, frills, yellow cardigan, cardigan, animal ear fluff, kyuubi, hair scrunchie, puffy sleeves, scrunchie, black mascot hair ornament, upper body, looking at viewer, soft smile

Negative Prompt

low quality, bad anatomy, blurry, bad proportions, deformed hands, extra limbs, extra fingers, disfigured, low resolution, oversaturated, grainy, poorly drawn face, mutated, unrealistic, text, watermark, low detail, bad lighting, noisy background, bad composition, messy, blurry edges, artifacts, wrong perspective, long neck, bad posture, asymmetrical, pixelated, distorted, out of focus, clipping,
different outfit, alternate outfit, outfit change, costume change, wrong outfit, incorrect outfit, mismatched outfit, inconsistent outfit, redesigned outfit, modified outfit, extra clothes, missing clothes, incomplete outfit,

Recommended Generation Settings

Checkpoint: WAI-Nsfw-Illustrious-17
Base resolution: 1024 x 1024
Final resolution: 2048 x 2048
Sampler: DPM++ 2M
Scheduler: Karras
Steps: 30
CFG scale: 6.5
Hires.fix: enabled
Hires upscaler: RealESRGAN_x4plus_anime_6B
Hires steps: 32
Denoising strength: 0.4
Upscale by: 2
Hires CFG scale: 6
LoRA weight: 0.55

License / Usage
NSFW generation is allowed. Author credit is required for this model release.
Generated images may not be sold. Selling this model, merges, or redistributed model files is not allowed.
Use on Civitai and other generation services is allowed. Sharing merges and using different permissions on merges are allowed.