models/Hand Fine Tuning - SDXL

Hand Fine Tuning - SDXL

|
10/28/2025
|
4:03:28 PM
| Discussion|
0
Caricature of an old Arabian trader in Disney Aladdin style holding a slice of watermelon in a vibrant ancient eastern market.
Smiling woman in deep green sweater holding a carved Halloween pumpkin in an autumn forest.
Young woman in glasses with fangs holding a glowing pumpkin in an autumn forest.
Woman in detailed black lace dress sitting in graveyard with roses.
A black cat with bat wings and glowing red eyes in a witch laboratory setting, looking at the viewer with a cozy, cinematic atmosphere.
AI-generated image of a mermaid with long hair under the sea.
A mesmerizing AI generated image using Stable Diffusion showcasing a mermaid with long flowing blonde hair lounging on a rocky shore with various sea shells scattered around.
AI generated image of a female cyborg with futuristic white and black armor holding a rifle, created using Stable Diffusion.
AI generated image of a black cat with glowing eyes, created using Stable Diffusion.

Recommended Prompts

1girl

Recommended Negative Prompts

lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry

Recommended Parameters

samplers

DPM++ 2M Karras, LCM

steps

8 - 20

cfg

2 - 7

clip skip

2

resolution

768x1152

other models

Wulart001_LCM (6b55688f75), Shata001_LCM (f10df5008c), juggernautXL_version6Rundiffusion (1fe6c7ec54), 古风二次元XLGufengxl_gufengxl10 (340fa5dcf5), DreamShaperXL1.0Alpha2 (0f1b80cfe8)

Tips

Use graphic design software such as Photoshop (PS) to enhance hand references from approximate images.

While LORA provides decent hand optimization, combining it with manual editing can improve final results.

The problem of rendering bad hands has always been a challenge for AI drawing.

This LORA provides a solution approach, primarily adjusting the hands using different weights while maximizing the preservation of the overall picture structure, thereby increasing the likelihood of generating good hands.

LORA demonstrates good generalization, being compatible with realistic, 2.5D, and anime base models.

While LORA optimizes hands to a certain extent, it cannot guarantee generating good hands every time.

If you can use graphic design software such as Photoshop (PS), these approximate images can provide more reference materials for hands, enhancing the overall image.

Although it can also be used with the XL model, the performance is not satisfactory, and it can only generate minor changes.

I hope you like to use it.

The biggest support for me is posting more pictures, :)

Contributor

Previous
Black Gold - v1.0
Next
Laksha - V1

Model Details

Model type

LORA

Base model

SDXL 1.0

Model version

SDXL

Model hash

e658f0190d

Creator

Discussion

Please log in to leave a comment.

Images by Hand Fine Tuning - SDXL

hand Images

lora Images

tools Images