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Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs.
Wenhua Cheng
Weiwei Zhang
Haihao Shen
Yiyang Cai
Xin He
Kaokao Lv
Published in:
CoRR (2023)
Keyphrases
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cost function
approximation algorithms
linear programming
objective function
loss function
quantization error
color quantization
weight assignment
computational complexity
mixed integer
quantization noise