🤷 Nico Martin(@nicodotdev):Two days ago we shipped @huggingface/kernels. Now here's the deep dive. Why we publish Jinja templates instead of WGSL files, how the browser compiles the fastest kernel for your GPU, and what that unlocks: → attention in 20 lines of JS, running on the GPU → 1M+ pixels animated by a single matmul, 400 fps vs 6 fps in plain JS → Fleet: benchmark your GPU, help us tune the kernels for every device out there Full video ↓

🤷 Nico Martin

@nicodotdev

Building Transformers.js at 🤗 @huggingface // @GoogleDevExpert for #WebTechnologies# and #AI#

Joined April 2015

1.4K Following 3.4K Followers

🤷 Nico Martin@nicodotdev

2026.09.04 15:40

Two days ago we shipped @huggingface/kernels. Now here's the deep dive. Why we publish Jinja templates instead of WGSL files, how the browser compiles the fastest kernel for your GPU, and what that unlocks: → attention in 20 lines of JS, running on the GPU → 1M+ pixels animated by a single matmul, 400 fps vs 6 fps in plain JS → Fleet: benchmark your GPU, help us tune the kernels for every device out there Full video ↓