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vLLM: When You Outgrow One Request at a Time
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AI Engineering14 July 2026 · 6 min read

vLLM: When You Outgrow One Request at a Time

Continuous batching and paged attention are why a serving stack handles fifty concurrent users on hardware that choked on five.

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