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SwiftEdit Model Card

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SwiftEdit: Lightning Fast Text-guided Image Editing via One-step Diffusion,
Trong-Tung Nguyen, Quang Nguyen, Khoi Nguyen, Anh Tran, Cuong Pham

SwiftEdit is a user-friendly, lightning-fast editing tool that enables instant edits through simple and flexible prompts. It is based on a fast and high quality text-to-image generation model SwiftBrush v2.

Contact

Feel free to contact us if you have any questions about the model!

Trong-Tung Nguyen [email protected]

For more information, please refer to the unofficial implementation repository

Citation

If you find SwiftEdit useful and relevant to your research, please kindly cite our papers:

@InProceedings{Nguyen_2025_CVPR,
    author    = {Nguyen, Trong-Tung and Nguyen, Quang and Nguyen, Khoi and Tran, Anh and Pham, Cuong},
    title     = {SwiftEdit: Lightning Fast Text-Guided Image Editing via One-Step Diffusion},
    booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR)},
    month     = {June},
    year      = {2025},
    pages     = {21492-21501}
}

Acknowledgments

We give special thanks to Thuan Hoang Nguyen for his early discussion on this research topic and his wonderful work SwiftBrush. We thank Imagic and DreamBooth for their awesome webpage and HuggingFace team for their wonderful diffusers framework.

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