Investigating Layer Importance in Large Language Models

22 September 2024

Papers citing "Investigating Layer Importance in Large Language Models"

3 / 3 papers shown

Title
Efficient Shapley Value-based Non-Uniform Pruning of Large Language Models Chuan Sun Han Yu Lizhen Cui Xiaoxiao Li 51 0 0 03 May 2025
The Representation and Recall of Interwoven Structured Knowledge in LLMs: A Geometric and Layered Analysis Ge Lei Samuel J. Cooper KELM 47 0 0 15 Feb 2025
Understanding Layer Significance in LLM Alignment Guangyuan Shi Zexin Lu Xiaoyu Dong Wenlong Zhang Xuanyu Zhang Yujie Feng Xiao-Ming Wu 48 2 0 23 Oct 2024