Add muvera config#1635
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Codecov Report❌ Patch coverage is Additional details and impacted files@@ Coverage Diff @@
## main #1635 +/- ##
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+ Coverage 88.09% 88.17% +0.08%
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Files 254 256 +2
Lines 17630 17693 +63
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+ Hits 15531 15601 +70
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databyjp
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tsmith023
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tsmith023
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This PR introduces new configuration parameters for multi-vector indexes (aka ColBERT type).
The need for this new set of params come from the MUVERA algorithm which allows to save memory when creating multi-vector indexes.
The user can configure three values:
ksim: number of gaussian vectors for space partitioning, the number of cluster will be2^ksimdprojections: projection dimensionality of each cluster vectorsrepetitions: number of times we repeat the space partitioning + dim projections for better approximation