A subset of 131,063 math word problems from the NuminaMath-1.5 dataset, filtered for reinforcement learning applications. The dataset was created by author 'nlile' and last updated on March 25, 2025. It contains problems with definitive numerical answers and validated problem statements and solutions.
Use Cases
- Training reinforcement learning agents for mathematical reasoning based on word problems with definitive answers.
- Benchmarking the performance of AI models on verifiable math problem-solving tasks.
- Fine-tuning language models for step-by-step solution generation based on validated problem statements.
Strengths
- Contains 131,063 curated math word problems.
- Problems are filtered for definitive numerical answers and validated statements.
- Specifically designed for reinforcement learning applications requiring verifiable outcomes.
Limitations
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count is known but total dataset size and file formats are unknown.
- Description metadata is limited; actual data quality requires manual inspection after download.
Provenance
- Source
- A curated subset of the NuminaMath-1.5 dataset.
- Collection Method
- Filtered from the original dataset based on strict criteria for verifiable outcomes.
- Time Range
- null
- Freshness
- Last updated 2025-03-25 01:39:17; freshness should be verified.
- Geography
- null