全书目录

附录 G:分章资料清单

G.28 第 14 章正文采用的核心来源

3 分钟 1,075 字 第 84 / 161 个阅读单元
  • 官方分层与路由主轴:OpenAI A practical guide to building agents、OpenAI GPT-4.1、Anthropic Building effective agents、Google GenerationConfig / Google models、Microsoft Model router、AWS Intelligent Prompt Routing
  • 路由与级联实证主轴:FrugalGPTHybrid LLMRouteLLMRouterBenchA Unified Approach to Routing and Cascading for LLMsAdaptive LLM Routing under Budget ConstraintsFirewall RoutingRouterEval
  • 小模型与蒸馏主轴:DistilBERTTinyBERTPhi-3 Technical Report、OpenAI Model Distillation in the API、OpenAI Structured Outputs
  • 服务经济学主轴:PagedAttentionOrcaDistServeSarathi-Serve、NVIDIA Inference Optimization、OpenAI Prompt Caching、Anthropic Prompt caching
  • 升级条件与评测主轴:Selective ClassificationLanguage Model Cascades: Token-Level Uncertainty and BeyondOptimising Calls to Large Language Models with Uncertainty-Based Two-Tier Selection、AWS prompt routing and prompt caching、Anthropic Demystifying evals for AI agents
  • 企业实践主轴:LinkedIn Musings on Building a Generative AI Product、Spotify Our Multi-Agent Architecture for Smarter Advertising、Google Context caching overview、Anthropic / AppFolio、Anthropic / Grafana