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Avoid full Hamming matrix when filling MUVERA clusters - #747

#747

Merged

joein merged 3 commits into

qdrant:mainqdrant/fastembed:mainfrom

Pothan0:perf/muvera-occupied-clustersPothan0/fastembed:perf/muvera-occupied-clustersCopy head branch name to clipboard

Oct 3, 2026

Conversation Commits3 (3)Checks Files changed

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Avoid full Hamming matrix when filling MUVERA clusters#747
joein merged 3 commits into
qdrant:mainfrom
Pothan0:perf/muvera-occupied-clusters

perf: look up MUVERA cluster distances in a precomputed popcount table

cee518f

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Tests on: pull_request 6

Python 3.10.x on ubuntu-latest test

Python 3.11.x on ubuntu-latest test

Python 3.12.x on ubuntu-latest test

Python 3.13.x on ubuntu-latest test

Python 3.14.x on ubuntu-latest test

Python 3.14.x on macos-latest test

Python 3.14.x on windows-latest test

type-checkers on: pull_request 5

Python 3.10 test

Python 3.11 test

Python 3.12 test

Python 3.13 test

Python 3.14 test

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1 notice

"The ubuntu-latest label will migrate to Ubuntu 26 beginning October 19, 2026. For more information, see https://github.com/actions/runner-images/issues/14748"

Python 3.13.x on ubuntu-latest test

succeeded Oct 3, 2026 in 4m 49s

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