| --- |
| 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. |
|
|
