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Inference & serving

ray-project/ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Apache-2.0Python
Stars
44k
Forks
8.2k
Open issues
2.8k
Last push
today

About ray

ray is a free, open-source AI inference tool by ray-project, written mainly in Python. Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. It has 44k GitHub stars and 8.2k forks, and was last updated today. It's released under the Apache-2.0 license, a standard open-source license.

License
Apache-2.0
Language
Python
Stars
44,104
Last update
today
Runs on Mac
Not stated
GPU
Not stated
Paid API key
Not stated
Self-hostable
Not stated

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ray FAQ

Is ray free?

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

Does ray run on a Mac?

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

Does ray need a GPU?

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

Is ray still maintained?

Yes. It was last updated today and has 2,825 open issues on GitHub.

What are alternatives to ray?

Similar free, open-source tools include Made-With-ML, DeepSpeed, pytorch, ColossalAI.

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