Author

Chanyung Kim

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Open access 2026

AWa: An Activation-Weight Distribution-Aware Binarization Method for Large Language Models

AWa (Activation-Weight distribution-aware), a novel binarization framework that analyzes the distributions of activations and weights to perform binarization in a systematic, stage-wise manner, is proposed and achieves superior zero-shot average accuracy.

Aeri Kim, Sang-Seol Lee, Jinwoo Jeong et al. · IEEE Access · 0 citations