Demystifying the Roles of LLM Layers in Retrieval, Knowledge, and Reasoning

Xinyuan Song, Keyu Wang, PengXiang Li +2

Recent studies suggest that the deeper layers of Large Language Models (LLMs) contribute little to representation learning and can often be removed without significant performance…