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QuantSparse: Comprehensively Compressing Video Diffusion Transformer with Model Quantization and Attention Sparsification

arXiv | BibTeX


This project is the official implementation of our "QuantSparse: Comprehensively Compressing Video Diffusion Transformer with Model Quantization and Attention Sparsification".

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  • Our code will be released soon!

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If you find QuantSparse is useful and helpful to your work, please kindly cite this paper:

@article{feng2025quantsparse,
  title={QuantSparse: Comprehensively Compressing Video Diffusion Transformer with Model Quantization and Attention Sparsification},
  author={Feng, Weilun and Yang, Chuanguang and Qin, Haotong and Wu, Mingqiang and Li, Yuqi and Li, Xiangqi and An, Zhulin and Huang, Libo and Zhang, Yulun and Magno, Michele and others},
  journal={arXiv preprint arXiv:2509.23681},
  year={2025}
}

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Code for QuantSparse: Comprehensively Compressing Video Diffusion Transformer with Model Quantization and Attention Sparsification

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