Create README.md
Browse files
README.md
ADDED
|
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: apache-2.0
|
| 3 |
+
language:
|
| 4 |
+
- en
|
| 5 |
+
pipeline_tag: diffusion-self-distillation
|
| 6 |
+
# new_version: primecai/dsd_model
|
| 7 |
+
pinned: true
|
| 8 |
+
tags:
|
| 9 |
+
- personalization
|
| 10 |
+
- dreambooth
|
| 11 |
+
- lora
|
| 12 |
+
- customized image
|
| 13 |
+
---
|
| 14 |
+
|
| 15 |
+
<h1 align="center">Diffusion Self-Distillation Model Card</h1>
|
| 16 |
+
|
| 17 |
+
<p align="center">
|
| 18 |
+
<a title="Project Website" href="https://primecai.github.io/dsd/" target="_blank" rel="noopener noreferrer" style="display: inline-block;">
|
| 19 |
+
<img src="https://img.shields.io/badge/%E2%99%A5%20Project%20-Website-blue" alt="Project Website">
|
| 20 |
+
</a>
|
| 21 |
+
<a title="Demo" href="https://huggingface.co/spaces/primecai/diffusion-self-distillation" target="_blank" rel="noopener noreferrer" style="display: inline-block;">
|
| 22 |
+
<img src="https://img.shields.io/badge/%F0%9F%A4%97%20HuggingFace%20-Demo-yellow" alt="Demo">
|
| 23 |
+
</a>
|
| 24 |
+
<a title="Github" href="https://github.com/primecai/diffusion-self-distillation" target="_blank" rel="noopener noreferrer" style="display: inline-block;">
|
| 25 |
+
<img src="https://img.shields.io/github/stars/primecai/diffusion-self-distillation?label=GitHub%20%E2%98%85&logo=github&color=C8C" alt="Github">
|
| 26 |
+
</a>
|
| 27 |
+
<a title="arXiv" href="https://arxiv.org/abs/2411.18616" target="_blank" rel="noopener noreferrer" style="display: inline-block;">
|
| 28 |
+
<img src="https://img.shields.io/badge/%F0%9F%93%84%20Read%20-Paper-AF3436" alt="arXiv">
|
| 29 |
+
</a>
|
| 30 |
+
<a title="Social" href="https://x.com/prime_cai" target="_blank" rel="noopener noreferrer" style="display: inline-block;">
|
| 31 |
+
<img src="https://img.shields.io/twitter/follow/:?label=Subscribe%20for%20updates!" alt="Social">
|
| 32 |
+
</a>
|
| 33 |
+
<a title="License" href="https://www.apache.org/licenses/LICENSE-2.0" target="_blank" rel="noopener noreferrer" style="display: inline-block;">
|
| 34 |
+
<img src="https://img.shields.io/badge/License-Apache--2.0-929292" alt="License">
|
| 35 |
+
</a>
|
| 36 |
+
</p>
|
| 37 |
+
|
| 38 |
+
This is a model card for the `diffusion self-distillation` model for personalized/subject-driven generation from a single image.
|
| 39 |
+
The model is fine-tuned from the `FLUX.1-dev` [model](https://huggingface.co/black-forest-labs/FLUX.1-dev) as
|
| 40 |
+
described in our [CVPR'2025 paper](https://arxiv.org/abs/2411.18616) titled "Diffusion Self-Distillation for Zero-Shot Customized Image Generation".
|
| 41 |
+
|
| 42 |
+
## Model Details
|
| 43 |
+
- **Developed by:** [Shengqu Cai](https://primecai.github.io/), [Eric Ryan Chan](https://ericryanchan.github.io/), [Yunzhi Zhang](https://cs.stanford.edu/~yzzhang/), [Leonidas Guibas](https://en.wikipedia.org/wiki/Leonidas_J._Guibas), [Jiajun Wu](https://jiajunwu.com/), [Gordon Wetzstein](https://stanford.edu/~gordonwz/).
|
| 44 |
+
- **License:** [Apache License License Version 2.0](https://www.apache.org/licenses/LICENSE-2.0).
|
| 45 |
+
- **Resources for more information:** [Project Website](https://primecai.github.io/dsd/), [Paper](https://arxiv.org/abs/2411.18616), [Code](https://github.com/primecai/diffusion-self-distillation).
|
| 46 |
+
- **Cite as:**
|
| 47 |
+
|
| 48 |
+
```bibtex
|
| 49 |
+
@inproceedings{cai2024dsd,
|
| 50 |
+
author={Cai, Shengqu and Chan, Eric and Zhang, Yunzhi and Guibas, Leonidas and Wu, Jiajun and Wetzstein, Gordon.},
|
| 51 |
+
title={Diffusion Self-Distillation for Zero-Shot Customized Image Generation},
|
| 52 |
+
booktitle={CVPR},
|
| 53 |
+
year={2025}
|
| 54 |
+
}
|
| 55 |
+
```
|