ARB-LLM: Alternating Refined Binarizations for Large Language Models

Large Language Models (LLMs) have greatly pushed forward advancements in natural language processing, yet their high memory and computational demands hinder practical deployment. Binarization, as an effective compression technique, can shrink model weights to just 1 bit, significantly reducing the h...

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Hauptverfasser:	Li, Zhiteng, Yan, Xianglong, Zhang, Tianao, Qin, Haotong, Xie, Dong, Tian, Jiang, shi, zhongchao, Kong, Linghe, Zhang, Yulun, Yang, Xiaokang
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Computation and Language Computer Science - Computer Vision and Pattern Recognition Computer Science - Learning
Online-Zugang:	Volltext bestellen
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