PyPI Stats
cvs-health

uqlm

UQLM: Uncertainty Quantification for Language Models, is a Python package for UQ-based LLM hallucination detection
PyPI GitHub
Downloads
Day
252
Week
1.4K
Month
6.2K
Stars
1.1K
Forks
121
Issues
12
Version
0.5.11

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
100
Popularity
63
Adoption
47
Community
50
How the maintenance status was determined
Last commit
5 days ago
Monthly downloads
6,150
• 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
6,150
Stars
1,147
Stars per 1k downloads
186.50
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
194
Month daily avg
205
Momentum
-5.4%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
<4.0,>=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
5 days ago
Total releases
65
Releases/year
64.5
• 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
17
Monthly downloads
6,150
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
59
 
Issue Burden
10.5
per 1k stars
Discussions
3.5
per 1k stars
Fork Ratio
14.0%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 60

Python Versions

3.12
90.0% 54
3.14
10.0% 6

Top Countries

1. US US
63
2. DE DE
27
3. FR FR
5
4. SG SG
4
5. GB GB
3
6. CN CN
2
7. JP JP
2
8. NL NL
2
9. SE SE
2
10. TW TW
2

Dependencies

14

Used By

0
Not used by any tracked packages

Package Information

License
Apache-2.0
First Release
May 3, 2025
Last Release
5 days ago
Last Commit
5 days ago
Latest Version
0.5.11
Total Releases
65
Contributors
17
Open PRs
10
Archived
No
Wheels
py3
Keywords
LLM LLM evaluation hallucination large language model uncertainty quantification
Topics
ai-evaluation ai-safety hallucination hallucination-detection hallucination-evaluation hallucination-mitigation llm llm-evaluation llm-hallucination llm-safety uncertainty-estimation uncertainty-quantification confidence-estimation confidence-score
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links