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vLLM

vLLM

Category: Inference Infrastructure · GitHub · Docs ⭐ 90,600 · 0.28.0 · Apache-2.0 · snapshot 2026-08-31 Full profile (deep dive, contenders, matrix): [[AI Tools & Platforms Landscape]]

One-liner: The high-throughput LLM serving engine (PagedAttention, continuous batching)

What problem does it solve?

How does it work?

When would I reach for it?

  • [[Ray]]
  • [[Ollama]]
  • [[BentoML]]
  • [[LM Evaluation Harness]]

My exploration notes

Blog post checklist

  • Outline
  • Draft → Blog/posts/tech-explore/vllm/

Some information may be outdated