| --- |
| language: |
| - en |
| - da |
| - sv |
| - vi |
| - hu |
| - fa |
| - tr |
| - cs |
| - ar |
| - el |
| - id |
| - nl |
| - pl |
| - pt |
| - it |
| - ja |
| - fr |
| - es |
| - de |
| - zh |
| - ru |
| task_categories: |
| - question-answering |
| language_bcp47: |
| - pt-BR |
| tags: |
| - arithmetic |
| - addition |
| - multilingual |
| - synthetic |
| - tokenization |
| configs: |
| - config_name: default |
| data_files: |
| - split: train |
| path: data/*/train.chunk.*.jsonl |
| - split: val |
| path: data/*/val.chunk.*.jsonl |
| default: true |
| - config_name: eng_Latn |
| data_files: |
| - split: train |
| path: data/eng_Latn/train.chunk.*.jsonl |
| - split: val |
| path: data/eng_Latn/val.chunk.*.jsonl |
| - config_name: dan_Latn |
| data_files: |
| - split: train |
| path: data/dan_Latn/train.chunk.*.jsonl |
| - split: val |
| path: data/dan_Latn/val.chunk.*.jsonl |
| - config_name: swe_Latn |
| data_files: |
| - split: train |
| path: data/swe_Latn/train.chunk.*.jsonl |
| - split: val |
| path: data/swe_Latn/val.chunk.*.jsonl |
| - config_name: vie_Latn |
| data_files: |
| - split: train |
| path: data/vie_Latn/train.chunk.*.jsonl |
| - split: val |
| path: data/vie_Latn/val.chunk.*.jsonl |
| - config_name: hun_Latn |
| data_files: |
| - split: train |
| path: data/hun_Latn/train.chunk.*.jsonl |
| - split: val |
| path: data/hun_Latn/val.chunk.*.jsonl |
| - config_name: fas_Arab |
| data_files: |
| - split: train |
| path: data/fas_Arab/train.chunk.*.jsonl |
| - split: val |
| path: data/fas_Arab/val.chunk.*.jsonl |
| - config_name: tur_Latn |
| data_files: |
| - split: train |
| path: data/tur_Latn/train.chunk.*.jsonl |
| - split: val |
| path: data/tur_Latn/val.chunk.*.jsonl |
| - config_name: ces_Latn |
| data_files: |
| - split: train |
| path: data/ces_Latn/train.chunk.*.jsonl |
| - split: val |
| path: data/ces_Latn/val.chunk.*.jsonl |
| - config_name: arb_Arab |
| data_files: |
| - split: train |
| path: data/arb_Arab/train.chunk.*.jsonl |
| - split: val |
| path: data/arb_Arab/val.chunk.*.jsonl |
| - config_name: ell_Grek |
| data_files: |
| - split: train |
| path: data/ell_Grek/train.chunk.*.jsonl |
| - split: val |
| path: data/ell_Grek/val.chunk.*.jsonl |
| - config_name: ind_Latn |
| data_files: |
| - split: train |
| path: data/ind_Latn/train.chunk.*.jsonl |
| - split: val |
| path: data/ind_Latn/val.chunk.*.jsonl |
| - config_name: nld_Latn |
| data_files: |
| - split: train |
| path: data/nld_Latn/train.chunk.*.jsonl |
| - split: val |
| path: data/nld_Latn/val.chunk.*.jsonl |
| - config_name: pol_Latn |
| data_files: |
| - split: train |
| path: data/pol_Latn/train.chunk.*.jsonl |
| - split: val |
| path: data/pol_Latn/val.chunk.*.jsonl |
| - config_name: por_Latn |
| data_files: |
| - split: train |
| path: data/por_Latn/train.chunk.*.jsonl |
| - split: val |
| path: data/por_Latn/val.chunk.*.jsonl |
| - config_name: ita_Latn |
| data_files: |
| - split: train |
| path: data/ita_Latn/train.chunk.*.jsonl |
| - split: val |
| path: data/ita_Latn/val.chunk.*.jsonl |
| - config_name: jpn_Jpan |
| data_files: |
| - split: train |
| path: data/jpn_Jpan/train.chunk.*.jsonl |
| - split: val |
| path: data/jpn_Jpan/val.chunk.*.jsonl |
| - config_name: fra_Latn |
| data_files: |
| - split: train |
| path: data/fra_Latn/train.chunk.*.jsonl |
| - split: val |
| path: data/fra_Latn/val.chunk.*.jsonl |
| - config_name: spa_Latn |
| data_files: |
| - split: train |
| path: data/spa_Latn/train.chunk.*.jsonl |
| - split: val |
| path: data/spa_Latn/val.chunk.*.jsonl |
| - config_name: deu_Latn |
| data_files: |
| - split: train |
| path: data/deu_Latn/train.chunk.*.jsonl |
| - split: val |
| path: data/deu_Latn/val.chunk.*.jsonl |
| - config_name: cmn_Hani |
| data_files: |
| - split: train |
| path: data/cmn_Hani/train.chunk.*.jsonl |
| - split: val |
| path: data/cmn_Hani/val.chunk.*.jsonl |
| - config_name: rus_Cyrl |
| data_files: |
| - split: train |
| path: data/rus_Cyrl/train.chunk.*.jsonl |
| - split: val |
| path: data/rus_Cyrl/val.chunk.*.jsonl |
| - config_name: digit |
| data_files: |
| - split: train |
| path: data/digit/train.chunk.*.jsonl |
| - split: val |
| path: data/digit/val.chunk.*.jsonl |
| --- |
| |
| # Multilingual Addition Dataset |
|
|
| Synthetic dataset of addition problems of the form `a+b=answer`, where `a` |
| and `b` are written-form representations of integers in 21 languages, plus |
| a 22nd split using raw digit strings. |
|
|
| ## Task format |
|
|
| Each sample contains: |
|
|
| | field | type | description | |
| |---|---|---| |
| | `a_str` | str | written-form (or digit) representation of `a` | |
| | `a_digit` | int | integer value of `a` | |
| | `b_str` | str | written-form (or digit) representation of `b` | |
| | `b_digit` | int | integer value of `b` | |
| | `answer` | str | written-form (or digit) of `a + b` | |
| | `answer_digit` | int | integer value of `a + b` | |
| | `text` | str | `"{a_str}+{b_str}={answer}"` (completion target) | |
| | `question` | str | `"{a_str}+{b_str}="` (prompt) | |
| | `lang` | str | language tag, e.g. `eng_Latn`, or `digit` | |
|
|
| Numbers range from `0` to `999` for both `a` and `b` |
| (answers up to `1998`). |
|
|
| ## Languages |
|
|
| | lang | train | val | |
| |---|---|---| |
| | `eng_Latn` | 900,000 | 100,000 | |
| | `dan_Latn` | 900,000 | 100,000 | |
| | `swe_Latn` | 900,000 | 100,000 | |
| | `vie_Latn` | 900,000 | 100,000 | |
| | `hun_Latn` | 900,000 | 100,000 | |
| | `fas_Arab` | 900,000 | 100,000 | |
| | `tur_Latn` | 900,000 | 100,000 | |
| | `ces_Latn` | 900,000 | 100,000 | |
| | `arb_Arab` | 900,000 | 100,000 | |
| | `ell_Grek` | 900,000 | 100,000 | |
| | `ind_Latn` | 900,000 | 100,000 | |
| | `nld_Latn` | 900,000 | 100,000 | |
| | `pol_Latn` | 900,000 | 100,000 | |
| | `por_Latn` | 900,000 | 100,000 | |
| | `ita_Latn` | 900,000 | 100,000 | |
| | `jpn_Jpan` | 900,000 | 100,000 | |
| | `fra_Latn` | 900,000 | 100,000 | |
| | `spa_Latn` | 900,000 | 100,000 | |
| | `deu_Latn` | 900,000 | 100,000 | |
| | `cmn_Hani` | 900,000 | 100,000 | |
| | `rus_Cyrl` | 900,000 | 100,000 | |
| | `digit` | 900,000 | 100,000 | |
|
|
| ## Generation |
|
|
| ```bash |
| python create_multilingual_addition_data.py \ |
| --hf_repo_id flexitok/multilingual-addition \ |
| --publish_to_hf \ |
| --a_min 0 --a_max 999 \ |
| --seed 42 --train_ratio 0.9 |
| ``` |
|
|