Learning to Collaborate: An Orchestrated-Decentralized Framework for Peer-to-Peer LLM Federation

Inderjeet Singh, Eleonore Vissol-Gaudin, Andikan Otung +1

Fine-tuning Large Language Models (LLMs) for specialized domains is constrained by a fundamental challenge: the need for diverse, cross-organizational data conflicts with the princ…