yale-nlp/RLMF

Zero-cost epistemic uncertainty quantification & hallucination detection for LLMs (90,000x faster than Semantic Entropy)

Do Large Language Models Know What They Don’t Know?

Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models

[JMLR 2026] UQLM: A Python package for LLM hallucination detection using uncertainty quantification

RL with Experience Replay

AllenAI's post-training codebase

Code for paper "MAGIC: A Co-Evolving Attacker-Defender Adversarial Game for Robust LLM safety"

[ICML 2024] TrustLLM: LLM trustworthiness evaluation across truthfulness, safety, fairness, robustness, privacy and ethics. Python/CLI toolkit for local models, compatible APIs and AI agent orchestration.