Hugging Face Kernels: Swap In Faster Kernels Without Rewriting Your Model

Hugging Face 1 hour ago

Key Info

Hugging Face is highlighting 🤗 Kernels, a feature that lets developers choose which kernel runs a supported model layer and swap in an optimized forward() implementation — no model rewrite required.

Highlights

🤗 Kernels lets you pick a faster kernel for supported layers instead of changing your model code.
The feature replaces a layer's forward() with an optimized implementation, keeping the rest of the model intact.
The thread promises a step-by-step guide for using the feature.

Original post

RT @RisingSayak: Found a faster kernel? You shouldn’t need to rewrite your model to use it. With 🤗 Kernels, you can choose which kernel runs a supported layer and replace its forward() with an optimized implementation. Here’s how 🧵 1/5 https://t.co/SfE1NSxBGl

#Hugging Face Kernels#kernel optimization#model inference

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