flowrl-reward-distribution-matching

Train LLMs with distribution-matching rewards instead of reward maximization to achieve 10% improvement on math reasoning while improving solution diversity by matching the full reward distribution via flow balancing, addressing mode collapse in long chain-of-thought tasks.

Independent GitHub snapshot · Automated classification · Original documentation governs