Nemotron RL Math OpenMathReasoning: AoPS Forum Problems for Reinforcement Learning

Mathematical problems and solutions sourced from the AoPS forums, originally released in the OpenMathReasoning dataset. The dataset is formatted for use in NeMo Gym and includes only problems for which an answer was extracted. It was authored by NVIDIA and last updated on the Hugging Face platform in January 2026.

Use Cases

• Training reinforcement learning agents for mathematical problem-solving based on forum-sourced problems.
• Benchmarking language models on step-by-step mathematical reasoning based on extracted solutions.
• Fine-tuning models for educational AI applications using curated problems with verified answers.

Strengths

• Data is sourced from a known mathematical forum (AoPS), suggesting domain relevance.
• Problems include extracted answers, providing a target for supervised or reinforcement learning.
• Dataset is formatted for a specific machine learning framework (NeMo Gym), indicating pre-processing.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• The extraction method's impact on data completeness or bias is not detailed in the provided description.

Provenance

Source

AoPS (Art of Problem Solving) forums.

Collection Method

Extracted from forum posts, as described in an associated paper.

Time Range

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Freshness

Last updated 2026-01-12 23:36:52; freshness should be verified.

Geography

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