Weak-Driven Learning: How Weak Agents make Strong Agents Stronger

https://preview.redd.it/4uaa311ro7ng1.png?width=1954&format=png&auto=webp&s=eb3c8fcc23aff8230a0b18c85a47eb7db821f46e

A novel post-training paradigm where strong models improve by learning from weak agents like historical checkpoints. Achieves performance gains on math and code with zero additional inference cost.

Code: https://github.com/chenzehao82/Weak-Driven-Learning