| --- |
| 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) |
|
|
| [ |
|
|
| <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">Underexposed</p></td> |
| <td></td> |
| <td><p align="center">Normally exposed</p></td> |
| <td><p align="center">Underexposed</p></td> |
| <td></td> |
| <td><p align="center">Normally exposed</p></td> |
| <td><p align="center">Underexposed</p></td> |
| <td></td> |
| <td><p align="center">Normally exposed</p></td> |
| <td><p align="center">Underexposed</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 🦉 |
| [](https://vistec.ist/vision) [](https://vistec.ist/) |
|
|
