PyRank
urchade

gliner

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts)
PyPI GitHub
More links
Download Stats
Verified repo
Monthly downloads
715.7K
Weekly downloads
156.4K
GitHub stars *
4.1K

Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.

Package Information

Latest Version
0.2.29
Requires Python
>=3.10
Licence
Apache-2.0
Last Release
1 month ago
Author
Urchade Zaratiana, Nadi Tomeh, Pierre Holat, Thierry Charnois
First Release
March 12, 2024
Total Releases
48
No reported malware or high/critical advisories · Details

The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
75
Adoption
68
Community
40
Provenance
100
How the maintenance status was determined
Last commit
11 days ago
Monthly downloads
715,695
• 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
715,695
Stars
4,078
Stars per 1k downloads
5.70
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
22,345
Month daily avg
23,856
Momentum
-6.3%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
>=3.10
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
• Legacy
Supports 3.10 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
38 days ago
Total releases
48
Releases/year
18.5
• 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
45
Monthly downloads
715,695
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
12.8
per 1k stars
Discussions
10.5
per 1k stars
Fork Ratio
14.2%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 12.2K
Windows 377
macOS 227

Python Versions

3.12
49.0% 6.1K
3.11
20.4% 2.5K
3.13
17.1% 2.1K
3.14
7.1% 882
3.10
6.4% 792

Top Countries

1. US US
11.1K
2. DE DE
609
3. IE IE
461
4. NL NL
266
5. CA CA
143
6. IN IN
112
7. AU AU
81
8. FR FR
79
9. SG SG
79
10. GB GB
50

Weekly Downloads

GitHub Stars *

Dependencies

8
15 optional dependencies

Used By

41
View all 41 dependents

Repository details

Forks
318
Issues
52
Last Commit
1 week ago
Contributors
45
Open PRs
3
Archived
No

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Keywords
named-entity-recognition ner data-science natural-language-processing artificial-intelligence nlp machine-learning transformers
Sources and methodology