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vLLM: Serve language model answers to applications

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Run supported language models and serve their answers to applications with a model-serving library for developers.

What it does

vLLM is a library that runs language models to generate answers and makes those models available to applications. It groups incoming requests for processing and can send text as it is generated. Its server offers interfaces that applications can use to request answers, including structured results.

How to use it

Install the library with uv or pip, then follow the repository's linked quickstart to try a supported model. This is a developer installation; vLLM has no browser demo or desktop app.

Common use cases

  • Send prompts from an application to a supported model and receive generated text through the server.
  • Request a structured response from a supported model and receive output in the requested structure.
  • Send a generation request and display the answer progressively as text arrives.

Can I use this?

Library you install and use in your code

Requirements Choose a supported model and consult the installation guide for your hardware. The source lists supported processors and graphics hardware, but not how much memory a particular model needs.

Caveat Check the model and hardware documentation before choosing a setup.

Worth knowing Hardware support varies across built-in options and plugins. Licensed under Apache License 2.0.

Why it's here

Not trending this week

Last seen on the GitHub trending list on 30 October 2026. It stays on BuildTube so you can still find it.

  • 96,545 people have starred it on GitHub.

Numbers checked on 8 November 2026; not refreshed since.

Behind it

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BuildTube has not run or verified this project. Everything above is written from what the creator published.

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Quick questions

What is vLLM?
vLLM is a library that runs language models to generate answers and makes those models available to applications.
What can I use vLLM for?
Send prompts from an application to a supported model and receive generated text through the server; Request a structured response from a supported model and receive output in the requested structure; Send a generation request and display the answer progressively as text arrives
Can I run vLLM on my computer?
Yes. vLLM is a Python library you install with uv or pip and use inside your own code, or run as a server your applications call. The source lists NVIDIA, AMD and Intel GPUs and x86, ARM and PowerPC CPUs, but not how much memory a particular model needs.
What do I need to use vLLM?
A supported model and hardware; installation uses uv or pip. The source does not list memory needs for a particular model.
What license does vLLM use?
Licensed under Apache License 2.0.

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