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thu-ml/SpargeAttn

[ICML2025] SpargeAttention: A training-free sparse attention that accelerates any model inference.

Apache-2.0Cuda
Stars
1.3k
Forks
109
Open issues
63
Last push
7mo ago

About SpargeAttn

SpargeAttn is a free, open-source AI video tool by thu-ml, written mainly in Cuda. [ICML2025] SpargeAttention: A training-free sparse attention that accelerates any model inference. It has 1.3k GitHub stars and 109 forks, and was last updated 7mo ago. It's released under the Apache-2.0 license, a standard open-source license.

License
Apache-2.0
Language
Cuda
Stars
1,261
Last update
7mo ago
Runs on Mac
Not stated
GPU
Not stated
Paid API key
Not stated
Self-hostable
Yes

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SpargeAttn FAQ

Is SpargeAttn free?

Yes. SpargeAttn is open source and free to use. It's released under the Apache-2.0 license, a standard open-source license.

Does SpargeAttn run on a Mac?

The project doesn't say. Check its installation guide before you start.

Does SpargeAttn need a GPU?

The project doesn't state hardware needs. AI models generally run much faster with a GPU.

Is SpargeAttn still maintained?

It was last updated 7mo ago. Check recent issues on GitHub to judge how active it is.

What are alternatives to SpargeAttn?

Similar free, open-source tools include Open-Generative-AI, hypit, Pixelle-Video, LTX-Video.

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