This viewer accompanies
our blog post on reducing hallucinations via RLFR. It shows rollouts from
Gemma 3 12B, before (base) and after RLFR (policy), on selected items from
LongFact++, a benchmark for open-ended, long-form factuality in LLM responses.
Highlights show detected hallucinations and interventions. Click any highlight to open intervention details in a side drawer.
Rollouts with a on their pill have author commentary.
