E${}^3$-Pruner: Towards Efficient, Economical, and Effective Layer Pruning for Large Language Models

Tao Yuan, Haoli Bai, Yinfei Pan +5

With the increasing size of large language models, layer pruning has gained increased attention as a hardware-friendly approach for model compression. However, existing layer pruni…