Prefill-Free Cross-Family KV Cache Transfer for Heterogeneous Multi-Agent LLMs

Vincent-Daniel Yun, Woosang Lim, Haneul Yoo +3

Recent multi-agent LLM systems increasingly combine heterogeneous models for specialized agent roles. However, text-based communication requires each receiver to prefill shared con…