PyRank
huggingface

tokenizers

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
PyPI GitHub

Shared Repository

This package shares its GitHub repository (huggingface/tokenizers) with 2 other packages. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
6.7M
Week
39.1M
Month
175.3M
Stars
10.8K
Forks
1.1K
Issues
108
Version
0.23.1

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
86
Adoption
70
Community
80
How the maintenance status was determined
Last commit
8 days ago
Monthly downloads
175,327,565
• Active
Activity within 30 days
Stable
Activity within 31-180 days
Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
175,327,565
Stars
10,757
Stars per 1k downloads
0.06
• Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
Community Favorite
> 5 stars per 1k downloads
Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
5,588,216
Month daily avg
5,844,252
Momentum
-4.4%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.10
Cutting Edge
Minimum supported version is 3.12 or newer
• Modern
Minimum supported version is 3.9, 3.10, or 3.11
Legacy
Supports 3.8 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
Apache Software License
• Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
25 days ago
Total releases
119
Releases/year
18.2
• Rapid
Last release within 365 days and > 12 releases/year
Regular
Last release within 365 days
Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
267
Monthly downloads
175,327,565
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
• Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
65
 
Issue Burden
10.0
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
24.3%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 3.8M
Windows 155.2K
macOS 82.5K

Python Versions

3.12
43.5% 1.7M
3.11
20.0% 760.9K
3.10
18.1% 687.0K
3.13
13.0% 493.2K
3.14
5.4% 204.3K

Top Countries

1. US US
2.7M
2. LU LU
287.7K
3. SG SG
172.9K
4. DE DE
95.7K
5. IN IN
76.8K
6. IE IE
66.2K
7. CA CA
49.9K
8. CN CN
49.9K
9. FI FI
45.1K
10. JP JP
41.0K

GitHub Topics

Tags from the package's GitHub repository describing what it does.

Package Information

License
Apache Software License
First Release
November 1, 2019
Last Release
3 weeks ago
Last Commit
1 week ago
Latest Version
0.23.1
Total Releases
119
Contributors
267
Open PRs
66
Archived
No
Python Versions
3 3.10 3.11 3.12 3.13 3.14
Wheels
cp310 cp311 cp312 cp313 cp35 cp36 cp37 cp38 cp39 pp310 pp37 pp38 pp39
Keywords
NLP tokenizer BPE transformer deep learning
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh

Links