AI-Model Network: Concept, Current State and Future

The rapid development of large language models (LMs) faces challenges in high training costs and deployment complexities, leading to a need for effective interaction and collaboration among diverse models. This paper proposes the concept of an "AI-Model Network" (AI-ModelNet), inspired by the Internet, to enable interconnection, capability sharing, and collaborative reasoning among AI models. The research outlines the vision, architecture, and feasibility of AI-ModelNet through a prototype system and application cases.