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

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

Trigger words
beeswax_arknights, beeswax_arknights_elite_1, arknights, 1girl, beeswax_arknights_baisha, beeswax_arknights_youran_jiari

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: beeswax_arknights_elite_1

Full prompt

beeswax_arknights, beeswax_arknights_elite_1, arknights, 1girl, solo, white hair, long hair, yellow eyes, hair between eyes, animal ears, horns, goat horns, white dress, dress, black coat, open coat, coat, short dress, black jacket, jacket, boots, ribbon, black ribbon, leg ribbon, dark-skinned female, infection monitor (arknights), dark skin, black footwear, goat ears, long sleeves, collar, leg wrap, goat girl, wide sleeves, sleeves past wrists, black collar, hood, open jacket, hooded jacket, shirt, hood down, animal ear fluff

Example with LoRA

<lora:beeswax_arknights_strict_imagegen_recommended_e000006:0.55>, beeswax_arknights, beeswax_arknights_elite_1, arknights, 1girl, solo, white hair, long hair, yellow eyes, hair between eyes, animal ears, horns, goat horns, white dress, dress, black coat, open coat, coat, short dress, black jacket, jacket, boots, ribbon, black ribbon, leg ribbon, dark-skinned female, infection monitor (arknights), dark skin, black footwear, goat ears, long sleeves, collar, leg wrap, goat girl, wide sleeves, sleeves past wrists, black collar, hood, open jacket, hooded jacket, shirt, hood down, animal ear fluff, upper body, looking at viewer, soft smile

白沙 / baisha

Outfit trigger: beeswax_arknights_baisha

Full prompt

beeswax_arknights, beeswax_arknights_baisha, arknights, 1girl, solo, long hair, white hair, very long hair, yellow eyes, hair between eyes, animal ears, horns, goat horns, black skirt, skirt, dress, miniskirt, pleated skirt, thighhighs, white thighhighs, shoes, official alternate costume, dark-skinned female, dark skin, goat ears, black footwear, white cardigan, off shoulder, goat girl, cardigan, bare shoulders, long sleeves, over-kneehighs, loafers, sweater, thighs, open cardigan, belt, zettai ryouiki, white jacket, jacket, white sweater, sleeves past wrists, animal ear fluff, off-shoulder sweater, collar

Example with LoRA

<lora:beeswax_arknights_strict_imagegen_recommended_e000006:0.55>, beeswax_arknights, beeswax_arknights_baisha, arknights, 1girl, solo, long hair, white hair, very long hair, yellow eyes, hair between eyes, animal ears, horns, goat horns, black skirt, skirt, dress, miniskirt, pleated skirt, thighhighs, white thighhighs, shoes, official alternate costume, dark-skinned female, dark skin, goat ears, black footwear, white cardigan, off shoulder, goat girl, cardigan, bare shoulders, long sleeves, over-kneehighs, loafers, sweater, thighs, open cardigan, belt, zettai ryouiki, white jacket, jacket, white sweater, sleeves past wrists, animal ear fluff, off-shoulder sweater, collar, upper body, looking at viewer, soft smile

悠然假日 / youran_jiari

Outfit trigger: beeswax_arknights_youran_jiari

Full prompt

beeswax_arknights, beeswax_arknights_youran_jiari, arknights, 1girl, solo, white hair, short hair, yellow eyes, animal ears, horns, goat horns, dress, white dress, short dress, dark-skinned female, dark skin, official alternate costume, hairband, white footwear, goat ears, sandals, red hairband, thigh strap, goat girl, short sleeves, red flower, belt, long hair, hair between eyes, animal ear fluff

Example with LoRA

<lora:beeswax_arknights_strict_imagegen_recommended_e000006:0.55>, beeswax_arknights, beeswax_arknights_youran_jiari, arknights, 1girl, solo, white hair, short hair, yellow eyes, animal ears, horns, goat horns, dress, white dress, short dress, dark-skinned female, dark skin, official alternate costume, hairband, white footwear, goat ears, sandals, red hairband, thigh strap, goat girl, short sleeves, red flower, belt, long hair, hair between eyes, animal ear fluff, 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.