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We just open-sourced the world's fastest WebGPU kernels for 200+ machine learning operations. Specialized for your hardware. They run entirely locally in your browser. Now available on Hugging Face 🤗 Tell your agent to use @huggingface/kernels in your next project.

20,104 views • 2 days ago •via X (Twitter)

7 Comments

Xenova's profile picture
Xenova2 days ago

We're also working to upstream these optimizations to Transformers.js, ONNX Runtime Web, LiteRT.js, and more! Kernels: Blog:

Julien Blanchon 🇺🇦's profile picture
Julien Blanchon 🇺🇦2 days ago

I guess this is forward only, no backward ?

Zack Fitch's profile picture
Zack Fitch2 days ago

WebGPU is life

Jens Fursund's profile picture
Jens Fursund2 days ago

Oooh super nice!

soulblocks's profile picture
soulblocks2 days ago

Oh damn 🔥

banzaan's profile picture
banzaan2 days ago

browser is turning into an entire os running local models there changes everything wild drop

Harsha's profile picture
Harsha2 days ago

local kernels make the browser a more interesting compute boundary. i'd love a demo where the model runs on private input locally and the agent gets only the result it needs. how much of the workflow can stay inside that boundary?

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