Nemotron-Math-HumanReasoning Mathematical Reasoning Dataset

Nemotron-Math-HumanReasoning is a mathematical reasoning dataset released by NVIDIA in 2025. The related paper results are "The Challenge of Teaching Reasoning to LLMs Without RL or Distillation", which aims to simulate the extended reasoning style of models such as DeepSeek-R1.

The dataset contains 50 math problems from the OpenMathReasoning dataset, 200 human-written solutions, and an additional 50 solutions generated by QwQ-32B-Preview.

The data includes:

• Mathematical Problem Description

• How to solve the problem

• Type of problem solving

• The real answer to the question