arXiv 2610.12242 · cs.CL · 2026-10-08
TokenRouter: Efficient Serving System for Token-Level LLM Routing
Tianyu Fu, Tengxuan Liu, Ruoxi Wang, Yixin Dong, Yi Ge, Yichen You, Yu Wang
Tsinghua-NICS-EFC
In latest · #51 2026-W41 #9 Added on 2026-10-21
One-line takeaway
TokenRouter is a serving system for token-level LLM routing that fixes step desynchronisation and batching delays.
TokenRouter 是支持 token 级多模型路由的推理服务系统，解决步调不同步和批处理延迟问题。
Read on arXiv PDF Hugging Face discussion Code Project page
Topics & disciplines
More on Efficient training & inference
- The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation ▲511
- Scaling Properties of Same-Family On-Policy Distillation ▲327
- Beyond Domain-Routed Supervision: Cross-Teacher Guarding for Multi-Teacher On-Policy Distillation ▲251
- On-Policy or Off-Policy Learning? A Systematic Study of Distillation Dynamics ▲205
- Beyond Teacher Assignment: Domain-Normalized Multi-Teacher On-Policy Distillation ▲181
About this data
Metadata from the arXiv API (verified); upvotes from Hugging Face Daily Papers; citations from Semantic Scholar. Last refreshed 2026-10-22.
The takeaway is written by AIMap from the abstract; the abstract itself is not reproduced — read the original.