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Maxioustoday at 6:59 AM3 repliesview on HN

https://mesuvash.github.io/blog/2026/turboquant-interactive/ has a little visualisation


Replies

Rapzidtoday at 3:57 PM

Awesome! So it nudges the vectors into stepped polar rays.. It's effectively angle snapping? Plus a sort of magnitude clustering.

pstolltoday at 11:44 AM

Good post but link at the end is broken.

“”” For the full technical explanation with equations, proofs, and PyTorch pseudocode, see the companion post: TurboQuant: Near-Optimal Vector Quantization Without Looking at Your Data.“

spencerflemtoday at 7:11 AM

I like the visualization, but I don’t understand the grid quantization. If every point is on the unit circle aren’t all the center grid cords unused?

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