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README.md

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+---
+pretty_name: Math Formulas QA
+language:
+- en
+license: mit
+size_categories:
+- 1M<n<10M
+task_categories:
+- question-answering
+---
+
+# 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.

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