Hard Negative Sample-Augmented DPO Post-Training for Small Language Models

Haocheng Lu, Minjun Zhu, Henry Yu

Large language models (LLMs) continue to struggle with mathematical reasoning, and common post-training pipelines often reduce each generated solution to a binary outcome: correct…