truth-rl-ternary-reward-hallucination

Train LLMs to reduce hallucinations by 28.9% using a ternary reward scheme that explicitly incentivizes abstention (+0) over false claims (-1) while rewarding correct answers (+1). Apply when improving factual reliability is critical and verification signals are available.

Independent GitHub snapshot · Automated classification · Original documentation governs