---
license: apache-2.0
---
# PuLID (NeurIPS 2024)

### 📖 PuLID: Pure and Lightning ID Customization via Contrastive Alignment
Zinan Guo*, Yanze Wu*✝, Zhuowei Chen, Lang Chen, Peng Zhang, Qian He <br>
(*Equal Contribution, ✝Corresponding Author) <br>
ByteDance Inc <br>

### 🚩 Updates
* **2024.10.31**: release **PuLID-FLUX-v0.9.1** and **PuLID-v1.1**
* **2024.09.26**: 🎉 PuLID accepted by NeurIPS 2024
* **2024.09.12**: 💥 We're thrilled to announce the release of the **PuLID-FLUX-v0.9.0 model**. Enjoy exploring its capabilities! 😊 [Learn more about this model](docs/pulid_for_flux.md)
* **2024.05.23**: share the [preview of our upcoming v1.1 model](docs/v1.1_preview.md), please stay tuned
* **2024.05.01**: release v1 codes&models, also the [🤗HuggingFace Demo](https://huggingface.co/spaces/yanze/PuLID)
* **2024.04.25**: release arXiv paper.

## PuLID for FLUX
Please check the doc and demo of PuLID-FLUX [here](docs/pulid_for_flux.md).
### models
- [PuLID-FLUX-v0.9.1.safetensors](https://huggingface.co/guozinan/PuLID/blob/main/pulid_flux_v0.9.1.safetensors) released in 2024.10.31
- [PuLID-FLUX-v0.9.0.safetensors](https://huggingface.co/guozinan/PuLID/blob/main/pulid_flux_v0.9.0.safetensors) released in 2024.09.12
![pulid_flux_results](https://github.com/user-attachments/assets/7eafb90a-fdd1-4ae7-bc41-8c428d568848)

## PuLID for SDXL
### models
- [pulid_v1.1.safetensors](https://huggingface.co/guozinan/PuLID/blob/main/pulid_v1.1.safetensors) released in 2024.10.31
- [pulid_v1.bin](https://huggingface.co/guozinan/PuLID/blob/main/pulid_v1.bin) released in 2024.05.01
![pulid_sdxl_examples](https://github.com/ToTheBeginning/PuLID/assets/11482921/65610b0d-ba4f-4dc3-a74d-bd60f8f5ce37)

##  Citation
If you find PuLID useful for your research, please consider citing our paper:
```bibtex
@article{guo2024pulid,
  title={PuLID: Pure and Lightning ID Customization via Contrastive Alignment},
  author={Guo, Zinan and Wu, Yanze and Chen, Zhuowei and Chen, Lang and He, Qian},
  journal={arXiv preprint arXiv:2404.16022},
  year={2024}
}
```

## 📧 Contact
If you have any comments or questions, please [open a new issue](https://github.com/ToTheBeginning/PuLID/issues/new/choose) or feel free to contact [Yanze Wu](https://tothebeginning.github.io/) and [Zinan Guo](mailto:guozinan.1@bytedance.com).