Efficient Shapley Value-based Non-Uniform Pruning of Large Language Models

Chuan Sun, Han Yu, Lizhen Cui +1

Pruning large language models (LLMs) is a promising solution for reducing model sizes and computational complexity while preserving performance. Traditional layer-wise pruning meth…