Text-to-Image
Diffusers
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diffusion
distillation
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- ---
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- license: agpl-3.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: agpl-3.0
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+ datasets:
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+ - PixArt-alpha/SAM-LLaVA-Captions10M
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+ language:
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+ - en
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+ base_model:
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+ - PixArt-alpha/PixArt-alpha
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+ pipeline_tag: text-to-image
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+ library_name: diffusers
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+ tags:
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+ - diffusion
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+ - distillation
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+ ---
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+
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+ <!-- <p align="center">
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+ <img src="./assets/lumina-logo.png" width="40%"/>
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+ <br>
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+ </p> -->
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+
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+ # SIM: One-Step Diffusion Distillation through Score Implicit Matching
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+
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+ <div align="center">
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+
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+ [![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)&#160;
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+ [![weixin](https://img.shields.io/badge/-WeChat@MAPLE实验室-000000?logo=wechat&logoColor=07C160)](https://mp.weixin.qq.com/s/UefnjlCSi6YvzVe-Xu9jjQ)
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+
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+
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+
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+ [![SIM](https://img.shields.io/badge/Paper-SIM-2b9348.svg?logo=arXiv)](https://arxiv.org/abs/xxx.xxx)&#160;
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+ [![Static Badge](https://img.shields.io/badge/SIM--DiT%20checkpoints-Model(0.6B)-yellow?logoColor=violet&label=%F0%9F%A4%97%20SIM-DiT%20checkpoints)](https://huggingface.co/xxxx)&#160;
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+ [![Static Badge](https://img.shields.io/badge/-Project%20Page-orange?logo=healthiness&logoColor=1D9BF0)](https://maple-aigc.github.io/SIM)&#160;
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+
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+
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+ </div>
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+
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+ ![intro_large](https://github.com/maple-research-lab/SIM/blob/main/figs/final_img.png)
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+
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+
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+ ## 🚀 Quick Start
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+
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+
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+ ```python
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+ from diffusers import PixArtAlphaPipeline
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+
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+ xxx
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+ ```
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+
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+
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+ ## 📄 Citation
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+
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+ ```
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+ @article{xxx,
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+ title={One-Step Diffusion Distillation through Score Implicit Matching},
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+ author={xxx},
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+ journal={xxx,
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+ year={2024}
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+ }
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+ ```