primecai/dsd_model

<h1 align="center">Diffusion Self-Distillation Model Card</h1>

<p align="center"> <a title="Project Website" href="https://primecai.github.io/dsd/" target="blank" rel="noopener noreferrer" style="display: inline-block;"> <img src="https://img.shields.io/badge/%E2%99%A5%20Project%20-Website-blue" alt="Project Website"> </a> <a title="Demo" href="https://huggingface.co/spaces/primecai/diffusion-self-distillation" target="blank" rel="noopener noreferrer" style="display: inline-block;"> <img src="https://img.shields.io/badge/%F0%9F%A4%97%20HuggingFace%20-Demo-yellow" alt="Demo"> </a> <a title="Github" href="https://github.com/primecai/diffusion-self-distillation" target="blank" rel="noopener noreferrer" style="display: inline-block;"> <img src="https://img.shields.io/github/stars/primecai/diffusion-self-distillation?label=GitHub%20%E2%98%85&logo=github&color=C8C" alt="Github"> </a> <a title="arXiv" href="https://arxiv.org/abs/2411.18616" target="blank" rel="noopener noreferrer" style="display: inline-block;"> <img src="https://img.shields.io/badge/%F0%9F%93%84%20Read%20-Paper-AF3436" alt="arXiv"> </a> <a title="Social" href="https://x.com/primecai" target="blank" rel="noopener noreferrer" style="display: inline-block;"> <img src="https://img.shields.io/twitter/follow/:?label=Subscribe%20for%20updates!" alt="Social"> </a> <a title="License" href="https://www.apache.org/licenses/LICENSE-2.0" target="_blank" rel="noopener noreferrer" style="display: inline-block;"> <img src="https://img.shields.io/badge/License-Apache--2.0-929292" alt="License"> </a> </p>

This is a model card for the diffusion self-distillation model for personalized/subject-driven generation from a single image. The model is fine-tuned from the FLUX.1-dev model as described in our CVPR'2025 paper titled "Diffusion Self-Distillation for Zero-Shot Customized Image Generation".

Model Details

• —Developed by: Shengqu Cai, Eric Ryan Chan, Yunzhi Zhang, Leonidas Guibas, Jiajun Wu, Gordon Wetzstein.
• —License: Apache License License Version 2.0.
• —Resources for more information: Project Website, Paper, Code.
• —Cite as:

@inproceedings{cai2024dsd,
    author={Cai, Shengqu and Chan, Eric and Zhang, Yunzhi and Guibas, Leonidas and Wu, Jiajun and Wetzstein, Gordon.},
    title={Diffusion Self-Distillation for Zero-Shot Customized Image Generation},
    booktitle={CVPR},
    year={2025}
}