TokenRouter Serving System Boosts Token-Level LLM Routing Throughput up to 64x

nics-efc · hf · 2026-10-09

Researchers from THU's nics-efc lab released TokenRouter, a serving system for token-level LLM routing. It follows request-centric programming with model-centric execution: developers describe routing logic per request while the runtime spins up a subserver per LLM with asynchronous dispatch and a delayed-batching scheduler tuned via a mathematical throughput model. Across routing algorithms, workloads, and model pairs, it achieves 2.01–64.15x higher decoding throughput than existing systems. Code is open-sourced.

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