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README.md
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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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We will actively update and maintain this repository in the near future, so please stay tuned.
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### updates
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- [x] Local gradio demo is ready now
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- [x] Online HuggingFace demo is ready now [![flux](https://img.shields.io/badge/🤗-PuLID_FLUX_demo-orange)](https://huggingface.co/spaces/yanze/PuLID-FLUX)
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- [x] We have optimized the codes to support consumer-grade GPUS, and now **PuLID-FLUX can run on a 16GB graphic card**. Check the details [here](https://github.com/ToTheBeginning/PuLID/blob/main/docs/pulid_for_flux.md#local-gradio-demo)
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Below results are generated with PuLID-FLUX.
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![pulid_flux_results](https://github.com/user-attachments/assets/7eafb90a-fdd1-4ae7-bc41-8c428d568848)
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## Examples
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Images generated with our PuLID
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![examples](https://github.com/ToTheBeginning/PuLID/assets/11482921/65610b0d-ba4f-4dc3-a74d-bd60f8f5ce37)
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Applications
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https://github.com/ToTheBeginning/PuLID/assets/11482921/9bdd0c8a-99e8-4eab-ab9e-39bf796cc6b8
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## :wrench: Dependencies and Installation
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- Python >= 3.9 (Recommend to use [Anaconda](https://www.anaconda.com/download/#linux) or [Miniconda](https://docs.conda.io/en/latest/miniconda.html))
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- [PyTorch >= 2.0](https://pytorch.org/) if you don't need flux-dev-fp8, otherwise [PyTorch >= 2.4.1](https://pytorch.org/)
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```bash
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# clone PuLID repo
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git clone https://github.com/ToTheBeginning/PuLID.git
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cd PuLID
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# create conda env
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conda create --name pulid python=3.10
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# activate env
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conda activate pulid
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# Install dependent packages
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# 1. if you don't need flux-fp8, e.g., you are using xl or flux-bf16, install the following requirements.txt
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pip install -r requirements.txt
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# 2. if you need flux-fp8 (to put flux on consumer-grade gpu), install the following requirements_fp8.txt
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pip install -r requirements_fp8.txt
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```
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## :zap: Quick Inference
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### Local Gradio Demo
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```bash
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python app.py
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```
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### Online HuggingFace Demo
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Thanks for the GPU grant from HuggingFace team, you can try PuLID HF demo in
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[https://huggingface.co/spaces/yanze/PuLID](https://huggingface.co/spaces/yanze/PuLID)
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## :paperclip: Related Resources
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Following are some third-party implementations of PuLID we have found in the Internet.
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We appreciate the efforts of the respective developers for making PuLID accessible to a wider audience.
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If there are any PuLID based resources and applications that we have not mentioned here, please let us know,
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and we will include them in this list.
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#### Online Demo
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- **Colab**: https://github.com/camenduru/PuLID-jupyter provided by [camenduru](https://github.com/camenduru)
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- **Replicate**: https://replicate.com/zsxkib/pulid provided by [zsxkib](https://replicate.com/zsxkib)
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#### ComfyUI
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- https://github.com/cubiq/PuLID_ComfyUI provided by [cubiq](https://github.com/cubiq), native ComfyUI implementation
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- https://github.com/ZHO-ZHO-ZHO/ComfyUI-PuLID-ZHO provided by [ZHO](https://github.com/ZHO-ZHO-ZHO), diffusers-based implementation
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#### WebUI
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- https://github.com/Mikubill/sd-webui-controlnet/pull/2838 provided by [huchenlei](https://github.com/huchenlei)
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## Disclaimer
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This project strives to impact the domain of AI-driven image generation positively. Users are granted the freedom to
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create images using this tool, but they are expected to comply with local laws and utilize it responsibly.
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The developers do not assume any responsibility for potential misuse by users.
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## Citation
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If PuLID is helpful, please help to ⭐ the repo.
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If you find this project 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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## :e-mail: 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:[email protected]).
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---
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title: PuLID-FLUX
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emoji: 🤗
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colorFrom: blue
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colorTo: indigo
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sdk: gradio
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sdk_version: 4.44.0
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app_file: app.py
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pinned: false
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license: apache-2.0
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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