---
license: mit
base_model:
- stabilityai/stable-diffusion-xl-base-1.0
pipeline_tag: image-to-image
tags:
- image-to-image
- StableDiffusionXLControlNetInpaintPipeline
- stable-diffusion-xl
- lora
- diffusers
- template:sd-lora
- inpainting
- light-estimation
- relighting
instance_prompt: >-
  a perfect mirrored reflective chrome ball sphere, a perfect black dark
  mirrored reflective chrome ball sphere
inference: false
---

# DiffusionLight's TurboLoRA
[Project Page](https://diffusionlight.github.io/turbo) | [Code](https://github.com/DiffusionLight/DiffusionLight-Turbo-diffusers)

[![Open DiffusionLight in Colab](https://colab.research.google.com/drive/1UcSp9mj77ZXAyTCvkcXVvC3DYznEyLwZ?usp=sharing&sandboxMode=true#scrollTo=k2pTDk79bMQI&forceEdit=true&sandboxMode=true)

<table>
  <thead>
    <tr>
      <th colspan="3">
        <img src="https://diffusionlight.github.io/turbo/assets/images/in-the-wild/backpacker_seed400.jpg" />
      </th>
      <th colspan="3">
        <img src="https://diffusionlight.github.io/turbo/assets/images/in-the-wild/brick_apartment_seed400.jpg" />
      </th>
      <th colspan="3">
        <img src="https://diffusionlight.github.io/turbo/assets/images/in-the-wild/yuurakuchou_seed600.jpg" />
      </th>
      <th colspan="3">
        <img src="https://diffusionlight.github.io/turbo/assets/images/in-the-wild/hill_seed800.jpg" />
      </th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td><p align="center"><b>DiffusionLight-Turbo</b> <br> <code style="color : greenyellow">30 seconds</code></p></td>
      <td><img src="https://diffusionlight.github.io/turbo/assets/images/in-the-wild-ball/ball-normal_turbo_backpacker_seed400.png" /></td>
      <td><img src="https://diffusionlight.github.io/turbo/assets/images/in-the-wild-ball/ball-dark_turbo_backpacker_seed400.png" /></td>
      <td><p align="center"><b>DiffusionLight-Turbo</b> <br> <code style="color : greenyellow">30 seconds</code></p></td>
      <td><img src="https://diffusionlight.github.io/turbo/assets/images/in-the-wild-ball/ball-normal_turbo_brick_apartment_seed400.png" /></td>
      <td><img src="https://diffusionlight.github.io/turbo/assets/images/in-the-wild-ball/ball-dark_turbo_brick_apartment_seed400.png" /></td>
      <td><p align="center"><b>DiffusionLight-Turbo</b> <br> <code style="color : greenyellow">30 seconds</code></p></td>
      <td><img src="https://diffusionlight.github.io/turbo/assets/images/in-the-wild-ball/ball-normal_turbo_yuurakuchou_seed600.png" /></td>
      <td><img src="https://diffusionlight.github.io/turbo/assets/images/in-the-wild-ball/ball-dark_turbo_yuurakuchou_seed600.png" /></td>
      <td><p align="center"><b>DiffusionLight-Turbo</b> <br> <code style="color : greenyellow">30 seconds</code></p></td>
      <td><img src="https://diffusionlight.github.io/turbo/assets/images/in-the-wild-ball/ball-normal_turbo_hill_seed800.png" /></td>
      <td><img src="https://diffusionlight.github.io/turbo/assets/images/in-the-wild-ball/ball-dark_turbo_hill_seed800.png" /></td>
    </tr>
    <tr>
      <td><p align="center">DiffusionLight <br> 30 Minutes</p></td>
      <td><img src="https://diffusionlight.github.io/turbo/assets/images/in-the-wild-ball/ball-normal_diffusionlight_backpacker_seed400.png" /></td>
      <td><img src="https://diffusionlight.github.io/turbo/assets/images/in-the-wild-ball/ball-dark_diffusionlight_backpacker_seed400.png" /></td>
      <td><p align="center">DiffusionLight <br> 30 Minutes</p></td>
      <td><img src="https://diffusionlight.github.io/turbo/assets/images/in-the-wild-ball/ball-normal_diffusionlight_brick_apartment_seed400.png" /></td>
      <td><img src="https://diffusionlight.github.io/turbo/assets/images/in-the-wild-ball/ball-dark_diffusionlight_brick_apartment_seed400.png" /></td>
      <td><p align="center">DiffusionLight <br> 30 Minutes</p></td>
      <td><img src="https://diffusionlight.github.io/turbo/assets/images/in-the-wild-ball/ball-normal_diffusionlight_yuurakuchou_seed600.png" /></td>
      <td><img src="https://diffusionlight.github.io/turbo/assets/images/in-the-wild-ball/ball-dark_diffusionlight_yuurakuchou_seed600.png" /></td>
      <td><p align="center">DiffusionLight <br> 30 Minutes</p></td>
      <td><img src="https://diffusionlight.github.io/turbo/assets/images/in-the-wild-ball/ball-normal_diffusionlight_hill_seed800.png" /></td>
      <td><img src="https://diffusionlight.github.io/turbo/assets/images/in-the-wild-ball/ball-dark_diffusionlight_hill_seed800.png" /></td>
    </tr>
    <tr>
      <td></td>
      <td><p align="center">Normally exposed</p></td>
      <td><p align="center">Under​exposed</p></td>
      <td></td>
      <td><p align="center">Normally exposed</p></td>
      <td><p align="center">Under​exposed</p></td>
      <td></td>
      <td><p align="center">Normally exposed</p></td>
      <td><p align="center">Under​exposed</p></td>
      <td></td>
      <td><p align="center">Normally exposed</p></td>
      <td><p align="center">Under​exposed</p></td>
    </tr>
  </tbody>
</table>

## 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](https://github.com/DiffusionLight/DiffusionLight-Turbo-diffusers)

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](/DiffusionLight/TurboLoRA/tree/main) 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 🦉
[![Vision & Learning Laboratory](https://i.imgur.com/hQhkKhG.png)](https://vistec.ist/vision) [![VISTEC - Vidyasirimedhi Institute of Science and Technology](https://i.imgur.com/4wh8HQd.png)](https://vistec.ist/)