TF-Engram: A Train-Free Engram with SSD-Backed Memory for Large Language Models

Yutang Ma, Kecheng Huang, Xikun Jiang +1

Large Language Models (LLMs) store factual knowledge and domain-specific patterns implicitly in dense Transformer parameters, making knowledge expansion costly through pretraining,…