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

Hamasaki Mahoro / 浜崎まほろ multi-outfit LoRA for BanG Dream! Our Notes on WAI v17 / Illustrious-SDXL. Use `hamasaki_mahoro` with `hamasaki mahoro` around weight `0.70`; recommended range is `0.55-0.80`.

Trigger words
hamasaki_mahoro, hamasaki_mahoro_ournotes_white_bass_dress, hamasaki mahoro, 1girl, hamasaki_mahoro_ournotes_white_hoodie_green_skirt

Recommended Usage

### Default Weight

`0.70`

### Useful Range

`0.55-0.80`

### Motion / Composition First

Use the lower side of the tested range, around `0.55`, when pose flexibility or scene composition matters more than strict outfit locking.

### Avoid as Default

Weights above `0.80` are not recommended as the default because this project showed higher risk of reference-prop leakage and reduced composition flexibility.

Outfit Prompts

Our Notes white ruffle dress with bass guitar / ournotes_white_bass_dress

Outfit trigger: hamasaki_mahoro_ournotes_white_bass_dress

Full prompt

hamasaki_mahoro, hamasaki_mahoro_ournotes_white_bass_dress, hamasaki mahoro, 1girl, solo, short hair, dark blue hair, aqua eyes, pearl headband, white ribbon hair ornaments, white ruffle dress, sleeveless dress, white choker, floral shoulder ornaments, white lace-up boots, black criss-cross calf straps

Example with LoRA

<lora:hamasaki_mahoro_v5_unified_outfit_recommended_e000008:0.70>, hamasaki_mahoro, hamasaki_mahoro_ournotes_white_bass_dress, hamasaki mahoro, 1girl, solo, short hair, dark blue hair, aqua eyes, pearl headband, white ribbon hair ornaments, white ruffle dress, sleeveless dress, white choker, floral shoulder ornaments, white lace-up boots, black criss-cross calf straps, upper body, looking at viewer, soft smile

Our Notes white cropped hoodie and pale green skirt / ournotes_white_hoodie_green_skirt

Outfit trigger: hamasaki_mahoro_ournotes_white_hoodie_green_skirt

Full prompt

hamasaki_mahoro, hamasaki_mahoro_ournotes_white_hoodie_green_skirt, hamasaki mahoro, 1girl, solo, short hair, dark blue hair, aqua eyes, white bow hair clip, white cropped hoodie, black striped turtleneck, ribbon necklace, pale green long skirt, white socks, black mary janes

Example with LoRA

<lora:hamasaki_mahoro_v5_unified_outfit_recommended_e000008:0.70>, hamasaki_mahoro, hamasaki_mahoro_ournotes_white_hoodie_green_skirt, hamasaki mahoro, 1girl, solo, short hair, dark blue hair, aqua eyes, white bow hair clip, white cropped hoodie, black striped turtleneck, ribbon necklace, pale green long skirt, white socks, black mary janes, 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
Resolution: 1024 x 1024
Sampler: DPM++ 2M
Scheduler: Karras
Steps: 30
CFG scale: 6.5
LoRA weight: 0.70

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.