FusionRoute: Token-Level LLM Collaboration Framework

FusionRoute is a novel framework for token-level multi-LLM collaboration, where a lightweight router selects the most suitable expert model at each decoding step and refines its output via logit addition. This addresses the trade-off between general-purpose large models and specialized small models. Theoretical analysis shows pure expert-only routing is fundamentally limited.