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Hong Huang · 吴 德成 · Rui Cen · Guanghua Yu · Zonghang Li · Kai Liu · Jianchen Zhu · Peng Chen · Xue Liu · Dapeng Wu
Hong Huang · Decheng Wu · Qiangqiang Hu · Guanghua Yu · Jinhai Yang · Jianchen Zhu · Xue Liu · Dapeng Wu
The deployment of Large Language Models (LLMs) on resource-constrained edge devices is increasingly hindered by prohibitive memory and computational requirements. While ternary quantization offers a compelling solution by reducing weights to -1, 0, +1 , current implementations suffer from a funda...