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Exploring Post-training Quantization in LLMs from Comprehensive Study to Low Rank Compensation

Zhewei Yao, Xiaoxia Wu, Cheng Li 0001, Stephen Youn, Yuxiong He. Exploring Post-training Quantization in LLMs from Comprehensive Study to Low Rank Compensation. In Michael J. Wooldridge, Jennifer G. Dy, Sriraam Natarajan, editors, Thirty-Eigth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada. pages 19377-19385, AAAI Press, 2024. [doi]

Authors

Zhewei Yao

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Xiaoxia Wu

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Cheng Li 0001

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Stephen Youn

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Yuxiong He

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