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ringattention
Python

ringattention

Large Context Attention

by haoliuhl · GitHub
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large-language-modelslong-contextmemory-efficientApache-2.0Python
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Train models that can handle very long text sequences efficiently across multiple devices.

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2026-07-202026-08-31
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📄 About

Large Context Attention

ringattention has 772 stars on GitHub. It has been forked 52 times. ringattention is written mainly in Python. It has been in active development since 2023. ringattention is available under the Apache-2.0 license. Its main topics are large-language-models, long-context, memory-efficient, transformers.

Frequently asked questions

What is ringattention?

Large Context Attention

Is ringattention open source?

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

Is ringattention free?

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

What license does ringattention use?

ringattention is available under the Apache-2.0 license.

What language is ringattention written in?

ringattention is written mainly in Python.

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