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models/Hand Fine Tuning - SDXL

Hand Fine Tuning - SDXL

Hustmox
|
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

Hustmox

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Model Details

Model type

LORA

Base model

SDXL 1.0

Model version

SDXL

Model hash

e658f0190d

Creator

Hustmox's avatar
Hustmox

Discussion

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Images by Hand Fine Tuning - SDXL

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.

hand Images

A mysterious woman in a long dark trenchcoat with wild hair stands against an abstract blue and grey ink background with chaotic hatching and dramatic lighting.
Monochrome digital drawing of a pale hand emerging from dark water holding a detailed skull with a backdrop of large fluffy clouds.
Close-up illustration of a large eye with a hand framing it, showing a silhouette of a person reflected inside the eye amid blue abstract splashes.
Two ancient warrior women wearing worn hoplite helmets and armor, standing side by side with intense expressions lit by dramatic, high-contrast lighting and grainy texture.
Three ancient warrior women wearing golden hoplite helmets and armor, standing side by side in battle formation with dramatic high contrast lighting and grainy cinematic texture.
Hyper-realistic digital portrait of an Asian woman with glossy pale skin, platinum blonde hair in a sleek style, wearing a lavender high-collared blouse and silver geometric earrings, set against a gradient purple background.
Close-up of a realistic hand with black nail polish holding a dripping eye with black and red paint.
Front view of a confident woman with long silver hair wearing headphones and a reflective silver bodysuit, standing behind a DJ booth in a nightclub with tattooed arms.
A futuristic female android with short green hair and mechanical cat ears stands confidently in a neon-lit corridor, wearing a glossy bodysuit and high heels.
A woman dressed as Cleopatra in white silk clothing with golden jewelry lounging by the Nile with pyramids in the background

lora Images

A white-haired girl with red eyes, wearing a black outfit and a golden spiked gauntlet, holding a red glowing sword, standing amid rolling fog in a sword tomb.
A fantasy male with demon wings kneeling in a blood-red pool under a glowing red moon, surrounded by swords and dramatic lighting.
Close-up of a dark fantasy female elf with white hair, black horns, pale skin, wearing intricate golden armor with skull motifs, holding a glowing red sword.
A realistic renaissance-style female elf with long black hair, green eyes, and pointed ears, wearing a long black dress with silver buttons, holding a gnarled staff in a mist-shrouded graveyard.
An AI generated image using stable diffusion showing a grand wizard in a blue robe with a mystical figure behind him.
Anime-style depiction of a female warrior with green hair, wearing a teal outfit with a brown belt, a purple cape, and orange gloves and boots. The image is generated using stable diffusion.
A vintage woman with red hair in a black dress holding two skulls and laughing joyfully. This is an AI generated image using Stable Diffusion.
Samurai standing in a dimly lit alley at night, generated by AI using Stable Diffusion.
A realistic 3D model of a man standing in a uniform created using Stable Diffusion.
Anime girl with long blonde hair wearing a cap, orange t-shirt, white pants, and red sneakers sitting in an urban environment, generated using Stable Diffusion AI.

tools Images

An AI-generated image of an anime character wearing a blue, black, and pink futuristic warrior suit, with a pink mech in the background, created using Stable Diffusion.