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swiftLLM
Python

swiftLLM

A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of vLLM).

by interestingLSY · GitHub
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cudagptinferenceApache-2.0Python
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In plain words

Run a simple system to test and research large language models with minimal code.

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330329
2026-07-202026-08-31
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📄 About

A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of vLLM).

swiftLLM has 329 stars on GitHub. It has been forked 37 times. swiftLLM is written mainly in Python. It has been in active development since 2024. swiftLLM is available under the Apache-2.0 license. Its main topics are cuda, gpt, inference, inference-engine.

Frequently asked questions

What is swiftLLM?

A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of vLLM).

Is swiftLLM open source?

swiftLLM is an open-source project. It is released under the Apache-2.0 license.

Is swiftLLM free?

Yes. swiftLLM is free and open source — you can use, modify and self-host it.

What license does swiftLLM use?

swiftLLM is available under the Apache-2.0 license.

What language is swiftLLM written in?

swiftLLM is written mainly in Python.

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