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

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

Hugging Face just dropped Kernel Builder—a full-stack toolchain for building, versioning, and shipping custom CUDA kernels as native PyTorch ops.

Kernels are architecture-aware, semantically versioned, and pullable straight from the Hub. It tracks changes with lockfiles and bakes in Docker deploys out of the box.


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