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license: apache-2.0
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license: apache-2.0
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---
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# PuLID (NeurIPS 2024)
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### 📖 PuLID: Pure and Lightning ID Customization via Contrastive Alignment
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Zinan Guo*, Yanze Wu*✝, Zhuowei Chen, Lang Chen, Peng Zhang, Qian He <br>
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(*Equal Contribution, ✝Corresponding Author) <br>
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ByteDance Inc <br>
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### 🚩 Updates
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* **2024.10.31**: release **PuLID-FLUX-v0.9.1** and **PuLID-v1.1**
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* **2024.09.26**: 🎉 PuLID accepted by NeurIPS 2024
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* **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)
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* **2024.05.23**: share the [preview of our upcoming v1.1 model](docs/v1.1_preview.md), please stay tuned
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* **2024.05.01**: release v1 codes&models, also the [🤗HuggingFace Demo](https://huggingface.co/spaces/yanze/PuLID)
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* **2024.04.25**: release arXiv paper.
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## PuLID for FLUX
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Please check the doc and demo of PuLID-FLUX [here](docs/pulid_for_flux.md).
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### models
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- [PuLID-FLUX-v0.9.1.safetensors](https://huggingface.co/guozinan/PuLID/blob/main/pulid_flux_v0.9.1.safetensors) released in 2024.10.31
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- [PuLID-FLUX-v0.9.0.safetensors](https://huggingface.co/guozinan/PuLID/blob/main/pulid_flux_v0.9.0.safetensors) released in 2024.09.12
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![pulid_flux_results](https://github.com/user-attachments/assets/7eafb90a-fdd1-4ae7-bc41-8c428d568848)
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## PuLID for SDXL
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### models
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- [pulid_v1.1.safetensors](https://huggingface.co/guozinan/PuLID/blob/main/pulid_v1.1.safetensors) released in 2024.10.31
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- [pulid_v1.bin](https://huggingface.co/guozinan/PuLID/blob/main/pulid_v1.bin) released in 2024.05.01
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![pulid_sdxl_examples](https://github.com/ToTheBeginning/PuLID/assets/11482921/65610b0d-ba4f-4dc3-a74d-bd60f8f5ce37)
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## Citation
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If you find PuLID useful for your research, please consider citing our paper:
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```bibtex
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@article{guo2024pulid,
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title={PuLID: Pure and Lightning ID Customization via Contrastive Alignment},
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author={Guo, Zinan and Wu, Yanze and Chen, Zhuowei and Chen, Lang and He, Qian},
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journal={arXiv preprint arXiv:2404.16022},
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year={2024}
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}
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```
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## 📧 Contact
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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).
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