No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
gliner has 744K monthly downloads and 3K GitHub stars. Version 0.2.27 supports Python 3.10+, first published in 2024.
It is actively maintained under a permissive license, last released in Jun 2026.
It is built on top of huggingface-hub, onnxruntime and sentencepiece. It is used by 41 tracked packages, including graphrag-sdk, sie-server and gliner-spacy.
GitHub topics include information-extraction, large-language-models and named-entity-recognition.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
73
Adoption
78
Community
45
Provenance
0
How the maintenance status was determined
Last commit
20 days ago
Monthly downloads
744,311
•
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
744,311
Stars
3,361
Stars per 1k downloads
4.52
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
25,435
Month daily avg
24,810
Momentum
+2.5%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python 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-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
21 days ago
Total releases
46
Releases/year
19.8
•
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
39
Monthly downloads
744,311
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
71
Issue Burden
27.4
per 1k stars
Discussions
12.8
per 1k stars
Fork Ratio
13.5%
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
13.9K
macOS
247
Windows
198
Python Versions
3.12
51.4%
7.3K
3.11
24.2%
3.4K
3.10
11.0%
1.6K
3.13
11.0%
1.6K
3.14
2.3%
332
Top Countries
1.
US
11.6K
US
2.
IE
866
IE
3.
DE
266
DE
4.
CA
239
CA
5.
CN
229
CN
6.
NL
190
NL
7.
IN
174
IN
8.
SG
170
SG
9.
FR
161
FR
10.
RU
97
RU
Dependencies
6
- huggingface-hub >=0.21.4
- onnxruntime
- sentencepiece
- torch >=2.0.0
- tqdm
- transformers <5.7.0,>=4.51.3
13 optional dependencies
- accelerate[training]
- camel-tools[tokenizers]
- indic-nlp-library[tokenizers]
- janome[tokenizers]
- jieba3[tokenizers]
- langdetect[tokenizers]
- langdetect[stanza]
- onnxruntime-gpu[gpu]
- python-mecab-ko[tokenizers]
- ray[serve]
- spacy[tokenizers]
- stanza[stanza]
- stanza[tokenizers]
Used By
41
- graphrag-sdk
- sie-server
- gliner-spacy
- pruna
- phi-finder
- bilbystats
- aiccel
- austrai
- rara-subject-indexer
- deeplightrag
- contentintelpy
- anonipy
- carnaval
- ansemo
- retrico
- bpm-ai-inference
- ceil-dlp
- strwythura
- guardrails-ai-guardrails-pii
- zt-features-lib
- consistent-rag
- glinker
- blankit
- guardrails-ai-presidio-gliner-pii
- coreason-tagger
- cryptic-cti
- rapidgraph
- zt-privacy-lib
- zt-guardrails-lib
- secretstuff
- fraud
- clawguard-pii
- medcat-gliner
- utca
- zt-proxy
- gliner-korre
- mcp-architecture-gliner
- upasak
- korre-gliner
- shieldpy
- skylark-lcp
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
3 weeks ago
Last Commit
3 weeks ago
Latest Version
0.2.27
Total Releases
46
Contributors
39
Open PRs
7
Archived
No
Author
Urchade Zaratiana, Nadi Tomeh, Pierre Holat, Thierry Charnois
Wheels
py3
Keywords
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh