| --- |
| license: apache-2.0 |
| task_categories: |
| - text-generation |
| language: |
| - en |
| tags: |
| - arithmetic |
| - arithmark |
| size_categories: |
| - 1M<n<10M |
| --- |
| |
| # arithmark-2.0-train |
|
|
| The training set behind [arithmark-2.0-scratch-19m](https://huggingface.co/TobiasLogic/arithmark-2.0-scratch-19m), a small character level model trained from scratch that scores 97.40% on ArithMark 2.0. |
|
|
| It holds 3 million procedurally generated integer arithmetic problems in the same format as ArithMark 2.0. Each expression ends in "=" and has one correct answer. Division is always exact and answers are non negative. |
|
|
| Every one of the 2500 expressions in the ArithMark 2.0 benchmark was removed from this set, so a model trained here is still evaluated on problems it has not seen. |
|
|
| ## Format |
|
|
| ```json |
| {"ctx": "3 * 9 + 12 / 1 =", "answer": "39", "text": "3 * 9 + 12 / 1 = 39"} |
| ``` |
|
|
| - `ctx`: the expression, ending in "=" |
| - `answer`: the correct integer answer as a string |
| - `text`: `ctx` and `answer` joined, ready for language model training |
|
|
| ## Distribution |
|
|
| Problems follow the ArithMark 2.0 mix. About half are single operator, the rest use two or three operators, and roughly a quarter use parentheses. Operators are addition, subtraction, multiplication and exact division. Operand ranges match the benchmark. |
|
|
| ## License |
|
|
| Apache 2.0. |
|
|
