---
base_model: stable-diffusion-xl-1.0-inpainting-0.1
tags:
  - stable-diffusion-xl
  - virtual try-on
license: cc-by-nc-sa-4.0
---


# Check out more details on our [project page](https://onemodelforall.github.io/).

# One Model For All : Unified Try-On and Try-Off in Any Pose via LLM-Inspired Bidirectional Tweedie Diffusion
This repository provides the open-source weights for the paper ["One Model For All: Unified Try-On and Try-Off in Any Pose via LLM-Inspired Bidirectional Tweedie Diffusion"](https://arxiv.org/abs/2508.04559).

Our project supports virtual try-on, virtual try-off, and arbitrary-pose try-on in a unified framework, enabling flexible outfit transfer from only a single portrait and a target garment.


- [paper](https://arxiv.org/abs/2508.04559) 

- [project page](https://onemodelforall.github.io/) 


![teaser](assets/teaser.png) 

## Released Weights

We release two sets of weights for inference on the VITON-HD and DeepFashion-MultiModal datasets, respectively. 

Both support high-resolution image generation at [768, 1024].





## License
The codes and checkpoints in this repository are under the [CC BY-NC-SA 4.0 license](https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode).