LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers

  • 类型：arxiv
  • 标识：2608.06867
  • 链接：https://arxiv.org/abs/2608.06867
  • 主分类：evaluation
  • 形态：application
  • 被引：0
  • 被引来源：Semantic Scholar
  • S2被引：0
  • 影响力被引：0
  • TLDR：This work presents a unified formulation of LLM routing as a sequential decision process characterized by five components: context encoders, model encoders, scoring functions, decision rules, and learning signals, covering single-turn, multi-turn, and personalized routing.
  • 待LLM分类：否
  • 标题中文：LLMRouter：面向 LLM 路由器开发、评估与部署的统一基础设施
  • TLDR中文：本文给出了 LLM routing 的统一形式化，将其刻画为由五个组件构成的序贯决策过程：context 编码器、模型编码器、评分函数、决策规则和学习信号，涵盖单轮、多轮和个性化 routing。
  • 来源文件：
  • /inbox/tom/_candidates/2026-08-14-agent-rag-longcontext-candidates.json
  • [S2 enrich]