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Jinze Li · Yixing Xu · Guanchen Li · Shuo Yang · Jinfeng Xu · Xuanwu Yin · Dong Li · Edith Ngai · Emad Barsoum
Xiusheng Huang · Zhe Li · Xuanwu Yin · Lu Wang · Yequan Wang · Dong Li · Emad Barsoum · Kang Liu
Post-training quantization has emerged as a widely adopted technique for compressing and accelerating the inference of Large Language Models (LLMs). The primary challenges in LLMs quantization stem from activation outliers, which significantly degrade model performance especially at lower bit pre...
Zekai Li · Ji Liu · Guanchen Li · Yixing Xu · Ziqiong Liu · Xuanwu Yin · Dong Li · Emad Barsoum
Huanxuan Liao · Yixing Xu · Shizhu He · Guanchen Li · Xuanwu Yin · Dong Li · Emad Barsoum · Jun Zhao · Kang Liu