Hard Examples Are All You Need

Hard Examples Are All You Need: Maximizing GRPO Post-Training Under Annotation Budgets

Focusing on the hardest examples yields up to 47% performance gains when post-training with GRPO under budget constraints.

This work was presented at the NeurIPS Efficient Reasoning Workshop.

Read Paper · NeurIPS Workshop