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Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs.

Wenhua ChengWeiwei ZhangHaihao ShenYiyang CaiXin HeKaokao Lv
Published in: CoRR (2023)
Keyphrases
  • cost function
  • approximation algorithms
  • linear programming
  • objective function
  • loss function
  • quantization error
  • color quantization
  • weight assignment
  • computational complexity
  • mixed integer
  • quantization noise