Introducing Kernels on the Hugging Face Hub ✨

What if shipping a GPU kernel was as easy as pushing a model?

– Pre-compiled for your exact GPU, PyTorch & OS
– Multiple kernel versions coexist in one process
– torch.compile compatible
– 1.7x–2.5x speedups over PyTorch baselines pic.twitter.com/U0qDdxCWkd

— clem 🤗 (@ClementDelangue) 14 avril 2026

Introducing Kernels on the Hugging Face Hub What if shipping a GPU kernel was as easy as pushing a model? – Pre-compiled for your exact GPU, PyTorch & OS
– Multiple kernel versions coexist in one process
– torch.compile compatible
– 1.7x–2.5x speedups over PyTorch baselines

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