Model Inversion in Split Learning for Personalized LLMs: New Insights from Information Bottleneck Theory

Yunmeng Shu, Shaofeng Li, Tian Dong +2

Personalized Large Language Models (LLMs) have become increasingly prevalent, showcasing the impressive capabilities of models like GPT-4. This trend has also catalyzed extensive r…