Elia Cunegatti

2SSP: A Two-Stage Framework for Structured Pruning of LLMs

2025 · arXiv (Cornell University)

We propose a novel Two-Stage framework for Structured Pruning (\textsc{2SSP}) for pruning Large Language Models (LLMs), which combines two different strategies of pruning, namely Width and Depth Pruning. The first stage (Width Pruning) removes entire …