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SIM

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diffusion
distillation
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SIM
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---
license: agpl-3.0
datasets:
- PixArt-alpha/SAM-LLaVA-Captions10M
language:
- en
base_model:
- PixArt-alpha/PixArt-alpha
pipeline_tag: text-to-image
library_name: diffusers
tags:
- diffusion
- distillation
---

<!-- <p align="center">
 <img src="./assets/lumina-logo.png" width="40%"/>
 <br>
</p> -->

# SIM: One-Step Diffusion Distillation through Score Implicit Matching

<div align="center">

[![Static Badge](https://img.shields.io/badge/-MAPLE--Lab-MAPLE--Lab?logoColor=%231082c3&label=Home%20Page&link=https%3A%2F%2Fgithub.com%2FMAPLE_AIGC)](https://maple-aigc.github.io)
[![weixin](https://img.shields.io/badge/-WeChat@MAPLE实验室-000000?logo=wechat&logoColor=07C160)](https://mp.weixin.qq.com/s/UefnjlCSi6YvzVe-Xu9jjQ)

[![SIM](https://img.shields.io/badge/Paper-SIM-2b9348.svg?logo=arXiv)](https://arxiv.org/abs/2410.16794)
[![Static Badge](https://img.shields.io/badge/-Project%20Page-orange?logo=healthiness&logoColor=1D9BF0)](https://maple-aigc.github.io/SIM)


</div>

![intro_large](https://huggingface.co/Fetchniche/SIM/resolve/main/figures.png)


## 🚀 Quick Start


please refer to https://github.com/maple-research-lab/SIM for the inference code. We are working on the integration into diffusers.


## 📄 Citation

```
@article{luo2024one,
  title={One-Step Diffusion Distillation through Score Implicit Matching},
  author={Luo, Weijian and Huang, Zemin and Geng, Zhengyang and Kolter, J Zico and Qi, Guo-jun},
  journal={arXiv preprint arXiv:2410.16794},
  year={2024}
}
```