UQLM

v0.5.2 Feature

This release adds 2 notable features for engineering teams evaluating rollout.

Published 4mo AI Agents & Assistants

✓ No known CVEs patched

✓ No known CVEs patched in this version

Topics

ai-evaluation ai-safety confidence-estimation confidence-score hallucination hallucination-detection

+8 more

hallucination-evaluation hallucination-mitigation llm llm-evaluation llm-hallucination llm-safety uncertainty-estimation uncertainty-quantification

Summary

AI summary

Add LLM-based entailment classifier for long‑text scoring.

Full changelog

Create uqlm.nli.EntailmentClassifier class for LLM-based entailment classification. This is well-suited for long-text scoring when responses exceed the length that can be handled by the Hugging Face NLI model
Update LongTextGraph, LongTexUQ, UnitResponseScorer, GraphScorer and associated notebooks to allow for LLM-based entailment classification.
Update unit tests
Misc. docs site cleanup

Add LLM-based entailment classification + Docs cleanup by @dylanbouchard in https://github.com/cvs-health/uqlm/pull/320
Patch release: v0.5.2 by @dylanbouchard in https://github.com/cvs-health/uqlm/pull/321

Full Changelog: https://github.com/cvs-health/uqlm/compare/v0.5.1...v0.5.2

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