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70% Size, 100% Accuracy: Lossless LLM Compression for Efficient GPU Inference via Dynamic-Length Float (DFloat11)

Authors: Tianyi Zhang, Mohsen Hariri, Shaochen Zhong, Vipin Chaudhary, Yang Sui, Xia Hu, Anshumali Shrivastava

Year: 2025

Venue: NeurIPS

Type: article

URL: https://arxiv.org/abs/2504.11651

arXiv: 2504.11651

Cite as: [@zhang2025dfloat11]

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BibTeX

@inproceedings{zhang2025dfloat11,
  title = {70% Size, 100% Accuracy: Lossless LLM Compression for Efficient GPU Inference via Dynamic-Length Float (DFloat11)},
  author = {Tianyi Zhang and Mohsen Hariri and Shaochen Zhong and Vipin Chaudhary and Yang Sui and Xia Hu and Anshumali Shrivastava},
  year = {2025},
  booktitle = {NeurIPS},
  url = {https://arxiv.org/abs/2504.11651}
}

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