UQLM
UQLM: Uncertainty Quantification for Language Models, is a Python package for UQ-based LLM hallucination detection
UQLM scores 5.6/10 (Solid) in Guardrails & Security.
Language Python License Apache-2.0 Stars 1.2k★ Type library Self-host Yes Repo cvs-health/uqlm Homepage https://github.com/cvs-health/uqlm
Quality
Solid 5.6
Adoption 27
Activity 64
Maturity 84
Community 29
Capability 50
Show the math
Overall 5.6/10
value = 5.6/10
score = value
Adoption 3.4/10
value = 26.8/100
score = 1 + 9 * value / 100
Activity 6.7/10
value = 63.8/100
score = 1 + 9 * value / 100
Maturity 8.5/10
value = 83.6/100
score = 1 + 9 * value / 100
Community 3.6/10
value = 28.5/100
score = 1 + 9 * value / 100
Capability 5.5/10
value = 50/100
score = 1 + 9 * value / 100
Key metrics
1.2k★ GitHub stars
101/90d Recent commits
5 devs/90d Recent contributors
1.2y Project age
active Last commit
Gotchas
No gotchas documented yet. Contribute one if you know a constraint we missed.
Labels
- Self-hosted
Self-hosted
You deploy and operate it yourself; there is no hosted option here.
hallucination uncertainty scoring reliability python