Instructions to use DiffusionLight/TurboLoRA with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use DiffusionLight/TurboLoRA with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline from diffusers.utils import load_image # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-xl-base-1.0", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("DiffusionLight/TurboLoRA") prompt = "a perfect mirrored reflective chrome ball sphere, a perfect black dark mirrored reflective chrome ball sphere" input_image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/cat.png") image = pipe(image=input_image, prompt=prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps
- Draw Things
DiffusionLight's TurboLoRA
|
|
|
|
||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
DiffusionLight-Turbo |
![]() |
![]() |
DiffusionLight-Turbo |
![]() |
![]() |
DiffusionLight-Turbo |
![]() |
![]() |
DiffusionLight-Turbo |
![]() |
![]() |
DiffusionLight |
![]() |
![]() |
DiffusionLight |
![]() |
![]() |
DiffusionLight |
![]() |
![]() |
DiffusionLight |
![]() |
![]() |
Normally exposed |
Underexposed |
Normally exposed |
Underexposed |
Normally exposed |
Underexposed |
Normally exposed |
Underexposed |
||||
Usage
This repository is the weight for an example code that shows how to implement DiffusionLight-Turbo inpaint.py in Diffusers 0.33.0
We recommend checking out Github Repository: Github
Note that the Weight is the same as 'DiffusionLight/Flicker2k', but due to diffusers 0.33.0 breaking the compatibility, we have to store it in a separate model.
Download model
Weights for this model are available in Safetensors format.
Download them in the Files & versions tab.
Trigger words
| Chromeball | Prompt |
|---|---|
| Normally exposed | a perfect mirrored reflective chrome ball sphere |
| Underexposed | a perfect black dark mirrored reflective chrome ball sphere |
Citation
@inproceedings{Chinchuthakun2025DiffusionLightTurbo,
author = {Chinchuthakun, Worameth and Phongthawee, Pakkapon and Raj, Amit and Jampani, Varun and Khungurn, Pramook and Suwajanakorn, Supasorn},
title = {DiffusionLight-Turbo: Accelerated Light Probes for Free via Single-Pass Chrome Ball Inpainting},
booktitle = {ArXiv},
year = {2025},
}
Visit us 🦉
- Downloads last month
- 131
Model tree for DiffusionLight/TurboLoRA
Base model
stabilityai/stable-diffusion-xl-base-1.0

















