bm25s
An ultra-fast implementation of BM25 based on sparse matrices.
bm25s has been downloaded 12,098,928 times in total on PyPI, including 1,582,690 in the last 30 days. The latest version is 0.3.9, released May 13, 2026.
Version0.3.9
Downloads
12.10M
License—
AuthorXing Han Lù
UpdatedMay 13, 2026
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal0.*
Range
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CI traffic
Stack: OffCI: Included2 / 62 series
Selected total8.60M
12.1MAll-time
1.6MLast 30 days
68.9kLast 24 h
0.63/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0138.2%
0.2.14
1.6M downloadsDownloads1.6M38.2% - 0216.4%
0.3.9
704.5k downloadsDownloads704.5k16.4% - 037.8%
0.2.13
337.2k downloadsDownloads337.2k7.8% - 046.5%
0.3.8
279.6k downloadsDownloads279.6k6.5% - 056.2%
0.1.10
268.2k downloadsDownloads268.2k6.2% - 064.8%
0.3.2
205.5k downloadsDownloads205.5k4.8% - 074.5%
0.3.3
194.4k downloadsDownloads194.4k4.5% - 084.1%
0.2.6
176.6k downloadsDownloads176.6k4.1% - 0911.5%
Other
493.9k downloadsDownloads493.9k11.5%
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Thirteen recent days of bm25s downloads. Drag the green handle on the right to guess where day fourteen lands.