PyRank
urchade

gliner

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts)
PyPI GitHub
Downloads
Day
25.0K
Week
140.8K
Month
573.1K
Stars
3.2K
Forks
273
Issues
89
Version
0.2.26

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
73
Adoption
77
Community
40
How the maintenance status was determined
Last commit
9 days ago
Monthly downloads
573,103
• 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
573,103
Stars
3,187
Stars per 1k downloads
5.56
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
20,109
Month daily avg
19,103
Momentum
+5.3%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.8
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-2.0
• 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
64 days ago
Total releases
45
Releases/year
20.5
• 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
38
Monthly downloads
573,103
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
64
 
Issue Burden
27.9
per 1k stars
Discussions
13.2
per 1k stars
Fork Ratio
13.9%
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 10.4K
macOS 356
Windows 318

Python Versions

3.12
58.1% 6.2K
3.11
21.1% 2.2K
3.13
8.5% 910
3.10
7.1% 756
3.14
5.2% 550

Top Countries

1. US US
6.5K
2. IE IE
1.9K
3. DE DE
801
4. GB GB
526
5. RO RO
228
6. NL NL
216
7. IN IN
118
8. KR KR
100
9. SG SG
96
10. FR FR
78

GitHub Topics

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

Package Information

License
Apache-2.0
First Release
March 12, 2024
Last Release
2 months ago
Last Commit
1 week ago
Latest Version
0.2.26
Total Releases
45
Contributors
38
Open PRs
3
Archived
No
Author
Urchade Zaratiana, Nadi Tomeh, Pierre Holat, Thierry Charnois
Wheels
py3
Keywords
named-entity-recognition ner data-science natural-language-processing artificial-intelligence nlp machine-learning transformers
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh

Links