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feat: remove loggit mapping from training - #371

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stephantul merged 1 commit into
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remove-logit-mapping
Sep 16, 2026
Merged

stephantul merged 1 commit into
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remove-logit-mapping

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This PR reverts the sigmoid weighting from model2vec. This seemed to work well, but when taking a closer look, I think it's actually the same as regular weight learning on classification. For similarity training, sigmoid weighting is a lot worse.

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stephantul requested a review from Pringled September 16, 2026 08:37
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codecov Bot commented Sep 16, 2026

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Codecov Report

✅ All modified and coverable lines are covered by tests.

Files with missing lines Coverage Δ
model2vec/train/base.py 99.50% <100.00%> (-0.01%) ⬇️
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@stephantul
stephantul merged commit 0e4b03b into main Sep 16, 2026
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stephantul deleted the remove-logit-mapping branch September 16, 2026 08:51
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