AceReason-Math: 49,000 Verifiable Math Problems for Reasoning

NVIDIA's AceReason-Math contains 49,000 math problems and answers curated in June 2025 for training reasoning models via reinforcement learning. The collection is sourced from NuminaMath and DeepScaler-Preview, filtered to ensure all tasks are verifiable and text-based.

Use Cases

• Training reasoning models using reinforcement learning on the problem and answer pairs
• Fine-tuning text generation models for step-by-step mathematical derivation
• Benchmarking mathematical problem-solving capabilities in LLMs

Strengths

• 49,000 math problems
• Strict filtering for verifiability
• Sourced from NuminaMath and DeepScaler-Preview

Limitations

• Excludes proofs and figures
• Limited to English language
• Restricted to single-question formats

Provenance

Source

NVIDIA, NuminaMath, and DeepScaler-Preview

Collection Method

Aggregated and filtered from existing math datasets

Freshness

Last updated June 2025.