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facebookincubator/AITemplate

AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.

Apache-2.0Python
Stars
4.7k
Forks
387
Open issues
110
Last push
15d ago

About AITemplate

AITemplate is a free, open-source AI inference tool by facebookincubator, written mainly in Python. AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference. It has 4.7k GitHub stars and 387 forks, and was last updated 15d ago. It's released under the Apache-2.0 license, a standard open-source license.

License
Apache-2.0
Language
Python
Stars
4,730
Last update
15d ago
Runs on Mac
Not stated
GPU
Not stated
Paid API key
Not stated
Self-hostable
Not stated

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AITemplate FAQ

Is AITemplate free?

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

Does AITemplate run on a Mac?

Its README doesn't say. Check the installation guide on GitHub before you start.

Does AITemplate need a GPU?

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

Is AITemplate still maintained?

Yes. It was last updated 15d ago and has 110 open issues on GitHub.

What are alternatives to AITemplate?

Similar free, open-source tools include kimi-k3-in-c, BentoML, krasis, GenerativeAIExamples.

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