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From Zero to GPU: A Guide to Building and Scaling Production-Ready CUDA Kernels

Hugging Face · published 18 August 2025

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https://hf.co/blog/revamped-kernels
hf.co
https://github.com/huggingface/kernels
github.com
https://youtu.be/HS5Pp_NLVWg?si=WP1aJ98q52lJn6F-&t=0
youtu.be
https://github.com/huggingface/kernels/blob/3f2398f0b2f6ad0dee2f62b2b65e66f35e5b8425/build2cmake/src/templates/_ops.py
github.com
https://huggingface.co/docs/kernels/en/builder/build-variants
huggingface.co
Learn the Hugging Face Kernel Hub in 5 Minutes Read at the source ↗
huggingface.co
https://huggingface.co/drbh/img2gray/tree/main/build
huggingface.co
https://semver.org/
semver.org
https://packaging.pypa.io/en/stable/specifiers.html
packaging.pypa.io
https://huggingface.co/docs/huggingface_hub/en/guides/cli
huggingface.co
https://huggingface.co/docs/huggingface_hub/en/package_reference/environment_variables
huggingface.co
https://huggingface.co/kernels-community
huggingface.co