STACKQUADRANT

cvs-health/uqlm

Evaluation & Testing

UQLM: Uncertainty Quantification for Language Models, is a Python package for UQ-based LLM hallucination detection

6.7
GitHub Metrics
Stars
1.2k
Forks
136
Open Issues
25
Watchers
10
Contributors
28
Weekly Commits
0
Language
Python
License
Apache-2.0
Last Commit
Oct 13, 2026
Created
Apr 18, 2025
Latest Release
v0.6.7
Release Date
Oct 8, 2026
Synced: Oct 17, 2026
Quality Scores
Documentation Qualityw: 20%
6.8

Has docs site (https://cvs-health.github.io/uqlm/latest/index.html). Description: 114 chars. Stars signal: 1,209. Contributors: 28. Score: 6.8/10

Community Healthw: 20%
5.3

Stars: 1,209. Contributors: 28. Watchers: 10. Forks: 136. Issue ratio: 2.1%. Score: 5.3/10

Maintenance Velocityw: 15%
7.6

Last commit: 4d ago. Weekly commits: 0. Latest release: v0.6.7. Maturity bonus: 1.5y old. Score: 7.6/10

API Design & DXw: 20%
7.2

Stars/issues ratio: 48. Dynamic language: Python. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 1,209 stars. Score: 7.2/10

Production Readinessw: 15%
6.5

Battle-tested: 1,209 stars. Peer review: 28 contributors. Versioned: v0.6.7. Licensed: Apache-2.0. Age: 1.5 years. Maintenance: last commit 4d ago. Score: 6.5/10

Ecosystem Integrationw: 10%
7.1

Fork interest: 136. Major ecosystem: Python. Integration-friendly: Apache-2.0. Adoption: 1,209 stars. Has web presence. Score: 7.1/10

Tags
ai-evaluationai-safetyconfidence-estimationconfidence-scorehallucinationhallucination-detectionhallucination-evaluationhallucination-mitigationllmllm-evaluation
Radar
Documentation Quality
Community Health
Maintenance Velocity
API Design & DX
Production Readiness
Ecosystem Integration