MATH (Hendrycks) — LLM Evaluation & Benchmarks Dataset
12,500 competition mathematics problems across 7 subjects (algebra, calculus, number theory, etc.) with step-by-step solutions. The key benchmark for evaluating mathematical reasoning in LLMs — requires multi-step problem-solving and symbolic manipulation.
Dataset Details
| Provider | hendrycks |
| Category | Evaluation & Benchmarks |
| Size | 12,500 Problems |
| License | MIT |
| Downloads | 890k |
| Tags | Competition Math, Multi-step, Benchmark, Symbolic Reasoning |
from datasets import load_dataset
ds = load_dataset("hendrycks/competition_math")
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Frequently asked questions
Can I use MATH (Hendrycks) commercially?
Yes — MATH (Hendrycks) is released under MIT, a permissive license that allows commercial use, including training models you ship in a product. Check the dataset card for attribution requirements before release.
How much data does MATH (Hendrycks) contain, and do I need all of it?
MATH (Hendrycks) contains 12,500 Problems. It is an evaluation benchmark, so it is used in full to measure models — never mix it into training data, or your benchmark scores become meaningless.
What is MATH (Hendrycks) best used for?
Benchmarking competition math ability. It belongs to the Evaluation & Benchmarks section of our dataset hub, where you'll find alternatives and complementary sets.
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