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vLLMvLLM

vLLM

  • 硬件与部署Hardware & deployment
  • 第五站 · 跑起来Station 5 · Running It
解决什么问题What problem it solves

在服务器上高并发跑模型的服务引擎。A serving engine for running models at high concurrency on a server.

这是什么What it is

面向生产的高吞吐推理引擎,通过连续批处理等手段提升并发效率。

A production-oriented high-throughput inference engine that improves concurrency via techniques such as continuous batching.

为什么需要知道Why it matters

个人本地部署用不上它。但如果你要给别人提供 API,就需要这一类工具。You will not need it for a personal local setup, but you do need something like it to offer an API to others.

出处Sources
  • vLLM 官方文档vLLM documentation ↗
  • 从业者深版:跑起来深水专题(AI 模型站)Practitioner deep-dive: serving deep dive guide (AI Models site) ↗