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2402.10787
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EdgeQAT: Entropy and Distribution Guided Quantization-Aware Training for the Acceleration of Lightweight LLMs on the Edge
16 February 2024
Xuan Shen
Zhenglun Kong
Changdi Yang
Zhaoyang Han
Lei Lu
Peiyan Dong
Cheng Lyu
Chih-hsiang Li
Xuehang Guo
Zhihao Shu
Wei Niu
Miriam Leeser
Pu Zhao
Yanzhi Wang
MQ
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Papers citing
"EdgeQAT: Entropy and Distribution Guided Quantization-Aware Training for the Acceleration of Lightweight LLMs on the Edge"
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Title
Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge
Xuan Shen
Peiyan Dong
Lei Lu
Zhenglun Kong
Zhengang Li
Ming Lin
Chao Wu
Yanzhi Wang
MQ
31
22
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09 Dec 2023
1