Datasetpublic

aplominski/math-formulas

Math Formulas QA Deterministic synthetic math QA dataset generated with seed 1337. Properties 2,000,000 unique rows 1,800,000 train 100,000 validation 100,000 test 100,000 rows per Parquet shard Every row is validated before it is written kind alternates between problem and solution Columns question answer text question_tex answer_tex family difficulty kind validated validator formula_hash64 Families Arithmetic, fractions… See the full description on the dataset page: https://huggingface.co/datasets/aplominski/math-formulas.

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Dataset Card

Math Formulas QA

Deterministic synthetic math QA dataset generated with seed 1337.

Properties

—2,000,000 unique rows
—1,800,000 train
—100,000 validation
—100,000 test
—100,000 rows per Parquet shard
—Every row is validated before it is written
—kind alternates between problem and solution

Columns

—question
—answer
—text
—question_tex
—answer_tex
—family
—difficulty
—kind
—validated
—validator
—formula_hash64

Families

Arithmetic, fractions, equations, inequalities, absolute values, powers, roots, quadratics, binomial expansion, combinations, permutations, factorial ratios, series, telescoping sums, probability, geometry, modular arithmetic, systems of equations, and proportions.

Validation

Combinatorics and factorial-based rows use scipy.special.comb(..., exact=True) and scipy.special.factorial(..., exact=True) when SciPy is available. The rest are checked with exact integer and rational arithmetic.