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1818pip install " kernels[benchmark] @ git+https://github.com/huggingface/kernels#subdirectory=kernels"
1919```
2020
21- > [ !IMPORTANT]
21+ > [ !IMPORTANT]
22+ > On Windows, we recommend using the Linux version of Torch through
23+ > [ WSL 2] ( https://learn.microsoft.com/en-us/windows/wsl/install ) , since
24+ > many more kernels support Linux. If you want to use GPU acceleration,
25+ > check out the [ CUDA on WSL] ( https://docs.nvidia.com/cuda/wsl-user-guide/index.html#getting-started-with-cuda-on-wsl-2 )
26+ > and [ PyTorch with DirectML on WSL 2] ( https://learn.microsoft.com/en-us/windows/ai/directml/pytorch-wsl )
27+ > guides.
28+
29+ > [ !IMPORTANT]
2230> We strongly recommend not using a free-threaded Python build yet.
23- These builds are not only experimental, but do not support the stable ABI
24- on Python versions before 3.15. Kernels are compiled with the stable ABI
25- to support a wide range of Python versions.
31+ > These builds are not only experimental, but do not support the stable ABI
32+ > on Python versions before 3.15. Kernels are compiled with the stable ABI
33+ > to support a wide range of Python versions.
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