outlier-removal

This paper proposes a structured pruning method for LLMs that addresses distribution mismatch, sign-information loss, and outlier influence when adapting unstructured pruning techniques, achieving comparable accuracy with 1.56-1.57x speedup on models like Llama-3-8B and Vicuna-v1.5-13B.