Routing Without Training: Controllable-Ratio LLM Offloading via Reliability Gating

Evan Chen, Shiqiang Wang, Kevin S Chan +2

Local-cloud collaboration is a practical way to deploy large language models under resource constraints, but existing methods often rely on trained routers or collaboration-aware f…