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

Recommended Usage

Default Weight

Use amiya with amiya (arknights) at weight 0.45.

Useful Range

0.45 - 0.55

Motion / Composition First

Lower to 0.35 when action or composition prompt is dominant.

Avoid as Default

Above 0.65 tends to overfit to training poses.

Outfit Prompts

Elite 1 base caster outfit / elite1

amiya, amiya_elite1, amiya (arknights), 1girl, solo, brown hair, rabbit ears, blue eyes, long hair, ponytail, very long hair, hair between eyes, animal ears, skirt, shirt, blue skirt, jacket, white shirt, miniskirt, plaid skirt, black jacket, open jacket, pleated skirt, coat, hooded jacket, pantyhose, shoes, black pantyhose, brown pantyhose, jewelry, ring, neck ring, thumb ring, multiple rings, long sleeves, ascot, anklet, plaid, black footwear, rabbit girl, sidelocks, frilled ascot, collar, blue collar, hood, hood down, infection monitor (arknights)

<lora:amiya_v5_unified_outfit_recommended_e000008:0.45>, amiya, amiya_elite1, amiya (arknights), 1girl, solo, brown hair, rabbit ears, blue eyes, long hair, ponytail, very long hair, hair between eyes, animal ears, skirt, shirt, blue skirt, jacket, white shirt, miniskirt, plaid skirt, black jacket, open jacket, pleated skirt, coat, hooded jacket, pantyhose, shoes, black pantyhose, brown pantyhose, jewelry, ring, neck ring, thumb ring, multiple rings, long sleeves, ascot, anklet, plaid, black footwear, rabbit girl, sidelocks, frilled ascot, collar, blue collar, hood, hood down, infection monitor (arknights), upper body, looking at viewer, soft smile

报童 / baotong

amiya, amiya_baotong, amiya (arknights), 1girl, solo, brown hair, rabbit ears, blue eyes, long hair, ponytail, very long hair, hair between eyes, animal ears, coat, blue coat, black coat, socks, blue socks, shoes, hat, headphones, thumb ring, ring, jewelry, sidelocks, ears through headwear, multiple rings, long sleeves, baseball cap, blue footwear, rabbit girl, black footwear, black headwear, jacket

<lora:amiya_v5_unified_outfit_recommended_e000008:0.45>, amiya, amiya_baotong, amiya (arknights), 1girl, solo, brown hair, rabbit ears, blue eyes, long hair, ponytail, very long hair, hair between eyes, animal ears, coat, blue coat, black coat, socks, blue socks, shoes, hat, headphones, thumb ring, ring, jewelry, sidelocks, ears through headwear, multiple rings, long sleeves, baseball cap, blue footwear, rabbit girl, black footwear, black headwear, jacket, upper body, looking at viewer, soft smile

见习联结者 / jianxi_lianjiezhe

amiya, amiya_jianxi_lianjiezhe, amiya (arknights), 1girl, solo, brown hair, rabbit ears, blue eyes, short hair, hair between eyes, animal ears, skirt, jacket, pleated skirt, blue jacket, blue skirt, white shirt, open jacket, shirt, miniskirt, thighhighs, white thighhighs, shoes, red scarf, scarf, long sleeves, loafers, zettai ryouiki, off shoulder, brown footwear, black footwear, over-kneehighs, rabbit girl

<lora:amiya_v5_unified_outfit_recommended_e000008:0.45>, amiya, amiya_jianxi_lianjiezhe, amiya (arknights), 1girl, solo, brown hair, rabbit ears, blue eyes, short hair, hair between eyes, animal ears, skirt, jacket, pleated skirt, blue jacket, blue skirt, white shirt, open jacket, shirt, miniskirt, thighhighs, white thighhighs, shoes, red scarf, scarf, long sleeves, loafers, zettai ryouiki, off shoulder, brown footwear, black footwear, over-kneehighs, rabbit girl, upper body, looking at viewer, soft smile

播种者 / bozhongzhe

amiya, amiya_bozhongzhe, amiya (arknights), 1girl, solo, brown hair, rabbit ears, blue eyes, long hair, hair between eyes, animal ears, jacket, white jacket, open jacket, dress, shoes, socks, black socks, hat, ears through headwear, baseball cap, green footwear, white headwear, long sleeves, rabbit girl, sneakers, thigh pouch, thigh strap, neck ribbon, red ribbon, ribbon

<lora:amiya_v5_unified_outfit_recommended_e000008:0.45>, amiya, amiya_bozhongzhe, amiya (arknights), 1girl, solo, brown hair, rabbit ears, blue eyes, long hair, hair between eyes, animal ears, jacket, white jacket, open jacket, dress, shoes, socks, black socks, hat, ears through headwear, baseball cap, green footwear, white headwear, long sleeves, rabbit girl, sneakers, thigh pouch, thigh strap, neck ribbon, red ribbon, ribbon, upper body, looking at viewer, soft smile

触及星辰 / chuji_xingchen

amiya, amiya_chuji_xingchen, amiya (arknights), 1girl, solo, brown hair, rabbit ears, blue eyes, long hair, very long hair, hair between eyes, animal ears, white jacket, hooded jacket, jacket, shirt, open jacket, white shirt, white coat, open coat, hooded coat, shoes, white gloves, gloves, white pants, hood up, hood, pants, crop top, animal hood, midriff, long sleeves, navel, white footwear, rabbit hood, multiple rings, blue collar, sneakers, coat, collar, spacesuit, sidelocks, ears through headwear

<lora:amiya_v5_unified_outfit_recommended_e000008:0.45>, amiya, amiya_chuji_xingchen, amiya (arknights), 1girl, solo, brown hair, rabbit ears, blue eyes, long hair, very long hair, hair between eyes, animal ears, white jacket, hooded jacket, jacket, shirt, open jacket, white shirt, white coat, open coat, hooded coat, shoes, white gloves, gloves, white pants, hood up, hood, pants, crop top, animal hood, midriff, long sleeves, navel, white footwear, rabbit hood, multiple rings, blue collar, sneakers, coat, collar, spacesuit, sidelocks, ears through headwear, upper body, looking at viewer, soft smile

寰宇独奏 / huanyu_duzou

amiya, amiya_huanyu_duzou, amiya (arknights), 1girl, solo, brown hair, rabbit ears, blue eyes, long hair, braid, very long hair, twin braids, hair between eyes, animal ears, dress, black dress, pantyhose, black pantyhose, witch hat, hat, gloves, black gloves, ribbon, fingerless gloves, blue ribbon, ears through headwear, multiple rings, ring, rabbit girl, jewelry, black headwear, cape, star (symbol), witch, thumb ring, black cape, animal ear fluff, sidelocks, white dress, large hat, white headwear, single glove, puffy sleeves

<lora:amiya_v5_unified_outfit_recommended_e000008:0.45>, amiya, amiya_huanyu_duzou, amiya (arknights), 1girl, solo, brown hair, rabbit ears, blue eyes, long hair, braid, very long hair, twin braids, hair between eyes, animal ears, dress, black dress, pantyhose, black pantyhose, witch hat, hat, gloves, black gloves, ribbon, fingerless gloves, blue ribbon, ears through headwear, multiple rings, ring, rabbit girl, jewelry, black headwear, cape, star (symbol), witch, thumb ring, black cape, animal ear fluff, sidelocks, white dress, large hat, white headwear, single glove, puffy sleeves, upper body, looking at viewer, soft smile

于万千宇宙之中 / yu_wanqian_yuzhou_zhizhong

amiya, amiya_yu_wanqian_yuzhou_zhizhong, amiya (arknights), 1girl, solo, brown hair, rabbit ears, blue eyes, long hair, animal ears, skirt, black skirt, white shirt, pleated skirt, white dress, shirt, dress, boots, white socks, armored boots, socks, gloves, rabbit girl, multiple rings, ears through headwear, jewelry, ascot, armor, ring, white footwear, thigh strap, asymmetrical legwear, asymmetrical footwear, single gauntlet, very long hair, hair between eyes, hat, collar, black headwear, shoulder armor, neck ring, long sleeves, sidelocks, black ascot, frills, pauldrons, blue collar

<lora:amiya_v5_unified_outfit_recommended_e000008:0.45>, amiya, amiya_yu_wanqian_yuzhou_zhizhong, amiya (arknights), 1girl, solo, brown hair, rabbit ears, blue eyes, long hair, animal ears, skirt, black skirt, white shirt, pleated skirt, white dress, shirt, dress, boots, white socks, armored boots, socks, gloves, rabbit girl, multiple rings, ears through headwear, jewelry, ascot, armor, ring, white footwear, thigh strap, asymmetrical legwear, asymmetrical footwear, single gauntlet, very long hair, hair between eyes, hat, collar, black headwear, shoulder armor, neck ring, long sleeves, sidelocks, black ascot, frills, pauldrons, blue collar, upper body, looking at viewer, soft smile

嘉年华2024 / jianianhua_2024

amiya, amiya_jianianhua_2024, amiya (arknights), 1girl, solo, brown hair, rabbit ears, blue eyes, long hair, hair between eyes, animal ears, shirt, orange jacket, white shirt, skirt, black skirt, jacket, open jacket, sleeveless shirt, collared shirt, high-waist skirt, pleated skirt, white socks, socks, shoes, hat, jewelry, ring, black headwear, multiple rings, beret, necktie, black necktie, thumb ring, long sleeves, sidelocks, collar, sleeveless, rabbit girl, white footwear, sneakers, ponytail, black jacket, blue collar, choker, neck ring, infection monitor (arknights)

<lora:amiya_v5_unified_outfit_recommended_e000008:0.45>, amiya, amiya_jianianhua_2024, amiya (arknights), 1girl, solo, brown hair, rabbit ears, blue eyes, long hair, hair between eyes, animal ears, shirt, orange jacket, white shirt, skirt, black skirt, jacket, open jacket, sleeveless shirt, collared shirt, high-waist skirt, pleated skirt, white socks, socks, shoes, hat, jewelry, ring, black headwear, multiple rings, beret, necktie, black necktie, thumb ring, long sleeves, sidelocks, collar, sleeveless, rabbit girl, white footwear, sneakers, ponytail, black jacket, blue collar, choker, neck ring, infection monitor (arknights), upper body, looking at viewer, soft smile

时序花圃 / shixu_huapu

amiya, amiya_shixu_huapu, amiya (arknights), 1girl, solo, brown hair, rabbit ears, blue eyes, long hair, braid, very long hair, braided ponytail, single braid, hair between eyes, animal ears, dress, white dress, strapless dress, off-shoulder dress, layered dress, high heels, gloves, elbow gloves, white gloves, hair ornament, rabbit girl, white footwear, jewelry, bare shoulders, crown, tiara, hair flower, strapless, animal ear fluff, twin braids, sleeveless dress, choker, blue choker, small breasts, detached sleeves, white flower, backless outfit, sleeveless, veil

<lora:amiya_v5_unified_outfit_recommended_e000008:0.45>, amiya, amiya_shixu_huapu, amiya (arknights), 1girl, solo, brown hair, rabbit ears, blue eyes, long hair, braid, very long hair, braided ponytail, single braid, hair between eyes, animal ears, dress, white dress, strapless dress, off-shoulder dress, layered dress, high heels, gloves, elbow gloves, white gloves, hair ornament, rabbit girl, white footwear, jewelry, bare shoulders, crown, tiara, hair flower, strapless, animal ear fluff, twin braids, sleeveless dress, choker, blue choker, small breasts, detached sleeves, white flower, backless outfit, sleeveless, veil, upper body, looking at viewer, soft smile

野趣拾光 / yequ_shiguang

amiya, amiya_yequ_shiguang, amiya (arknights), 1girl, solo, brown hair, rabbit ears, blue eyes, long hair, very long hair, ponytail, hair between eyes, animal ears, shirt, brown skirt, white shirt, blue shirt, skirt, white socks, boots, socks, gloves, hat, elbow gloves, yellow gloves, yellow headwear, brown shorts, ears through headwear, multiple rings, yellow neckerchief, shorts, brown footwear, rabbit girl, neckerchief, ring, blue collar, jewelry, short sleeves, black footwear, sidelocks, animal ear fluff, white jacket, white gloves, fingerless gloves, white headwear

<lora:amiya_v5_unified_outfit_recommended_e000008:0.45>, amiya, amiya_yequ_shiguang, amiya (arknights), 1girl, solo, brown hair, rabbit ears, blue eyes, long hair, very long hair, ponytail, hair between eyes, animal ears, shirt, brown skirt, white shirt, blue shirt, skirt, white socks, boots, socks, gloves, hat, elbow gloves, yellow gloves, yellow headwear, brown shorts, ears through headwear, multiple rings, yellow neckerchief, shorts, brown footwear, rabbit girl, neckerchief, ring, blue collar, jewelry, short sleeves, black footwear, sidelocks, animal ear fluff, white jacket, white gloves, fingerless gloves, white headwear, 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: 0.45

License / Usage

NSFW generation is allowed. Author credit is required.
Generated images may not be sold. Selling this model or merges is not allowed.
Sharing merges is allowed. Use on Civitai and other generation services is allowed.