Dan Shu / 但书 - Arknights WAI Illustrious SDXL LoRA

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://civitai.com/articles/32228/single-image-character-lora-training-via-synthetic-expansion

Dan Shu / 但书 multi-outfit LoRA for Arknights on WAI v17 / Illustrious-SDXL. Use `danshu_arknights` with `arknights` around weight `0.55`; recommended range is `0.45-0.70`.

Trigger words
danshu_arknights, danshu_arknights_elite_1, arknights, 1girl, danshu_arknights_youran_jiari, danshu_arknights_qiugao_qishuang

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: danshu_arknights_elite_1

Full prompt

danshu_arknights, danshu_arknights_elite_1, arknights, 1girl, solo, short green hair, blue eyes, animal ears, animal ear fluff, glasses, white jacket, orange trim, white shirt, black high-waist skirt, black pantyhose, white gloves, white footwear, belt pouch, lanyard

Example with LoRA

<lora:danshu_arknights_strict_imagegen_recommended_e000006:0.55>, danshu_arknights, danshu_arknights_elite_1, arknights, 1girl, solo, short green hair, blue eyes, animal ears, animal ear fluff, glasses, white jacket, orange trim, white shirt, black high-waist skirt, black pantyhose, white gloves, white footwear, belt pouch, lanyard, upper body, looking at viewer, soft smile

悠然假日 / youran_jiari

Outfit trigger: danshu_arknights_youran_jiari

Full prompt

danshu_arknights, danshu_arknights_youran_jiari, arknights, 1girl, solo, short green hair, blue eyes, animal ears, animal ear fluff, glasses, black bikini, white sheer jacket, bare legs, sandals, bracelet, anklet

Example with LoRA

<lora:danshu_arknights_strict_imagegen_recommended_e000006:0.55>, danshu_arknights, danshu_arknights_youran_jiari, arknights, 1girl, solo, short green hair, blue eyes, animal ears, animal ear fluff, glasses, black bikini, white sheer jacket, bare legs, sandals, bracelet, anklet, upper body, looking at viewer, soft smile

秋高气爽 / qiugao_qishuang

Outfit trigger: danshu_arknights_qiugao_qishuang

Full prompt

danshu_arknights, danshu_arknights_qiugao_qishuang, arknights, 1girl, solo, short green hair, blue eyes, animal ears, animal ear fluff, glasses, white and pale purple dress, sleeveless top, black leggings, white footwear, lanyard, wristwatch

Example with LoRA

<lora:danshu_arknights_strict_imagegen_recommended_e000006:0.55>, danshu_arknights, danshu_arknights_qiugao_qishuang, arknights, 1girl, solo, short green hair, blue eyes, animal ears, animal ear fluff, glasses, white and pale purple dress, sleeveless top, black leggings, white footwear, lanyard, wristwatch, 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.