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Zicheng Kong · Dehua Ma · Zhenbo Xu · Anwen Yang · Yiwei Ru · Haoran Wang · Zixuan Zhou · Fuqing Bie · Liuyu Xiang · Huijia Wu · Jian Zhao · Zhaofeng He
Zixuan Zhou · Yujun Diao · Zicheng Kong · Dehua Ma · Zhenbo Xu · Pei Pei Li · Zhaofeng He
Large Language Models (LLMs) are primarily constrained by memory and bandwidth bottlenecks during deployment. Although Vector Quantization (VQ) has emerged as a promising solution, existing methods incur inference overhead due to massive codebook storage and intensive index lookups. Moreover, the...