Datasets:
Upload README.md with huggingface_hub
Browse files
README.md
ADDED
|
@@ -0,0 +1,236 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
language:
|
| 3 |
+
- en
|
| 4 |
+
- da
|
| 5 |
+
- sv
|
| 6 |
+
- vi
|
| 7 |
+
- hu
|
| 8 |
+
- fa
|
| 9 |
+
- tr
|
| 10 |
+
- cs
|
| 11 |
+
- ar
|
| 12 |
+
- el
|
| 13 |
+
- id
|
| 14 |
+
- nl
|
| 15 |
+
- pl
|
| 16 |
+
- pt
|
| 17 |
+
- it
|
| 18 |
+
- ja
|
| 19 |
+
- fr
|
| 20 |
+
- es
|
| 21 |
+
- de
|
| 22 |
+
- zh
|
| 23 |
+
- ru
|
| 24 |
+
task_categories:
|
| 25 |
+
- question-answering
|
| 26 |
+
language_bcp47:
|
| 27 |
+
- pt-BR
|
| 28 |
+
tags:
|
| 29 |
+
- arithmetic
|
| 30 |
+
- addition
|
| 31 |
+
- multilingual
|
| 32 |
+
- synthetic
|
| 33 |
+
- tokenization
|
| 34 |
+
configs:
|
| 35 |
+
- config_name: default
|
| 36 |
+
data_files:
|
| 37 |
+
- split: train
|
| 38 |
+
path: data/*/train.chunk.*.jsonl
|
| 39 |
+
- split: val
|
| 40 |
+
path: data/*/val.chunk.*.jsonl
|
| 41 |
+
default: true
|
| 42 |
+
- config_name: eng_Latn
|
| 43 |
+
data_files:
|
| 44 |
+
- split: train
|
| 45 |
+
path: data/eng_Latn/train.chunk.*.jsonl
|
| 46 |
+
- split: val
|
| 47 |
+
path: data/eng_Latn/val.chunk.*.jsonl
|
| 48 |
+
- config_name: dan_Latn
|
| 49 |
+
data_files:
|
| 50 |
+
- split: train
|
| 51 |
+
path: data/dan_Latn/train.chunk.*.jsonl
|
| 52 |
+
- split: val
|
| 53 |
+
path: data/dan_Latn/val.chunk.*.jsonl
|
| 54 |
+
- config_name: swe_Latn
|
| 55 |
+
data_files:
|
| 56 |
+
- split: train
|
| 57 |
+
path: data/swe_Latn/train.chunk.*.jsonl
|
| 58 |
+
- split: val
|
| 59 |
+
path: data/swe_Latn/val.chunk.*.jsonl
|
| 60 |
+
- config_name: vie_Latn
|
| 61 |
+
data_files:
|
| 62 |
+
- split: train
|
| 63 |
+
path: data/vie_Latn/train.chunk.*.jsonl
|
| 64 |
+
- split: val
|
| 65 |
+
path: data/vie_Latn/val.chunk.*.jsonl
|
| 66 |
+
- config_name: hun_Latn
|
| 67 |
+
data_files:
|
| 68 |
+
- split: train
|
| 69 |
+
path: data/hun_Latn/train.chunk.*.jsonl
|
| 70 |
+
- split: val
|
| 71 |
+
path: data/hun_Latn/val.chunk.*.jsonl
|
| 72 |
+
- config_name: fas_Arab
|
| 73 |
+
data_files:
|
| 74 |
+
- split: train
|
| 75 |
+
path: data/fas_Arab/train.chunk.*.jsonl
|
| 76 |
+
- split: val
|
| 77 |
+
path: data/fas_Arab/val.chunk.*.jsonl
|
| 78 |
+
- config_name: tur_Latn
|
| 79 |
+
data_files:
|
| 80 |
+
- split: train
|
| 81 |
+
path: data/tur_Latn/train.chunk.*.jsonl
|
| 82 |
+
- split: val
|
| 83 |
+
path: data/tur_Latn/val.chunk.*.jsonl
|
| 84 |
+
- config_name: ces_Latn
|
| 85 |
+
data_files:
|
| 86 |
+
- split: train
|
| 87 |
+
path: data/ces_Latn/train.chunk.*.jsonl
|
| 88 |
+
- split: val
|
| 89 |
+
path: data/ces_Latn/val.chunk.*.jsonl
|
| 90 |
+
- config_name: arb_Arab
|
| 91 |
+
data_files:
|
| 92 |
+
- split: train
|
| 93 |
+
path: data/arb_Arab/train.chunk.*.jsonl
|
| 94 |
+
- split: val
|
| 95 |
+
path: data/arb_Arab/val.chunk.*.jsonl
|
| 96 |
+
- config_name: ell_Grek
|
| 97 |
+
data_files:
|
| 98 |
+
- split: train
|
| 99 |
+
path: data/ell_Grek/train.chunk.*.jsonl
|
| 100 |
+
- split: val
|
| 101 |
+
path: data/ell_Grek/val.chunk.*.jsonl
|
| 102 |
+
- config_name: ind_Latn
|
| 103 |
+
data_files:
|
| 104 |
+
- split: train
|
| 105 |
+
path: data/ind_Latn/train.chunk.*.jsonl
|
| 106 |
+
- split: val
|
| 107 |
+
path: data/ind_Latn/val.chunk.*.jsonl
|
| 108 |
+
- config_name: nld_Latn
|
| 109 |
+
data_files:
|
| 110 |
+
- split: train
|
| 111 |
+
path: data/nld_Latn/train.chunk.*.jsonl
|
| 112 |
+
- split: val
|
| 113 |
+
path: data/nld_Latn/val.chunk.*.jsonl
|
| 114 |
+
- config_name: pol_Latn
|
| 115 |
+
data_files:
|
| 116 |
+
- split: train
|
| 117 |
+
path: data/pol_Latn/train.chunk.*.jsonl
|
| 118 |
+
- split: val
|
| 119 |
+
path: data/pol_Latn/val.chunk.*.jsonl
|
| 120 |
+
- config_name: por_Latn
|
| 121 |
+
data_files:
|
| 122 |
+
- split: train
|
| 123 |
+
path: data/por_Latn/train.chunk.*.jsonl
|
| 124 |
+
- split: val
|
| 125 |
+
path: data/por_Latn/val.chunk.*.jsonl
|
| 126 |
+
- config_name: ita_Latn
|
| 127 |
+
data_files:
|
| 128 |
+
- split: train
|
| 129 |
+
path: data/ita_Latn/train.chunk.*.jsonl
|
| 130 |
+
- split: val
|
| 131 |
+
path: data/ita_Latn/val.chunk.*.jsonl
|
| 132 |
+
- config_name: jpn_Jpan
|
| 133 |
+
data_files:
|
| 134 |
+
- split: train
|
| 135 |
+
path: data/jpn_Jpan/train.chunk.*.jsonl
|
| 136 |
+
- split: val
|
| 137 |
+
path: data/jpn_Jpan/val.chunk.*.jsonl
|
| 138 |
+
- config_name: fra_Latn
|
| 139 |
+
data_files:
|
| 140 |
+
- split: train
|
| 141 |
+
path: data/fra_Latn/train.chunk.*.jsonl
|
| 142 |
+
- split: val
|
| 143 |
+
path: data/fra_Latn/val.chunk.*.jsonl
|
| 144 |
+
- config_name: spa_Latn
|
| 145 |
+
data_files:
|
| 146 |
+
- split: train
|
| 147 |
+
path: data/spa_Latn/train.chunk.*.jsonl
|
| 148 |
+
- split: val
|
| 149 |
+
path: data/spa_Latn/val.chunk.*.jsonl
|
| 150 |
+
- config_name: deu_Latn
|
| 151 |
+
data_files:
|
| 152 |
+
- split: train
|
| 153 |
+
path: data/deu_Latn/train.chunk.*.jsonl
|
| 154 |
+
- split: val
|
| 155 |
+
path: data/deu_Latn/val.chunk.*.jsonl
|
| 156 |
+
- config_name: cmn_Hani
|
| 157 |
+
data_files:
|
| 158 |
+
- split: train
|
| 159 |
+
path: data/cmn_Hani/train.chunk.*.jsonl
|
| 160 |
+
- split: val
|
| 161 |
+
path: data/cmn_Hani/val.chunk.*.jsonl
|
| 162 |
+
- config_name: rus_Cyrl
|
| 163 |
+
data_files:
|
| 164 |
+
- split: train
|
| 165 |
+
path: data/rus_Cyrl/train.chunk.*.jsonl
|
| 166 |
+
- split: val
|
| 167 |
+
path: data/rus_Cyrl/val.chunk.*.jsonl
|
| 168 |
+
- config_name: digit
|
| 169 |
+
data_files:
|
| 170 |
+
- split: train
|
| 171 |
+
path: data/digit/train.chunk.*.jsonl
|
| 172 |
+
- split: val
|
| 173 |
+
path: data/digit/val.chunk.*.jsonl
|
| 174 |
+
---
|
| 175 |
+
|
| 176 |
+
# Multilingual Addition Dataset
|
| 177 |
+
|
| 178 |
+
Synthetic dataset of addition problems of the form `a+b=answer`, where `a`
|
| 179 |
+
and `b` are written-form representations of integers in 21 languages, plus
|
| 180 |
+
a 22nd split using raw digit strings.
|
| 181 |
+
|
| 182 |
+
## Task format
|
| 183 |
+
|
| 184 |
+
Each sample contains:
|
| 185 |
+
|
| 186 |
+
| field | type | description |
|
| 187 |
+
|---|---|---|
|
| 188 |
+
| `a_str` | str | written-form (or digit) representation of `a` |
|
| 189 |
+
| `a_digit` | int | integer value of `a` |
|
| 190 |
+
| `b_str` | str | written-form (or digit) representation of `b` |
|
| 191 |
+
| `b_digit` | int | integer value of `b` |
|
| 192 |
+
| `answer` | str | written-form (or digit) of `a + b` |
|
| 193 |
+
| `answer_digit` | int | integer value of `a + b` |
|
| 194 |
+
| `text` | str | `"{a_str}+{b_str}={answer}"` (completion target) |
|
| 195 |
+
| `question` | str | `"{a_str}+{b_str}="` (prompt) |
|
| 196 |
+
| `lang` | str | language tag, e.g. `eng_Latn`, or `digit` |
|
| 197 |
+
|
| 198 |
+
Numbers range from `0` to `999` for both `a` and `b`
|
| 199 |
+
(answers up to `1998`).
|
| 200 |
+
|
| 201 |
+
## Languages
|
| 202 |
+
|
| 203 |
+
| lang | train | val |
|
| 204 |
+
|---|---|---|
|
| 205 |
+
| `eng_Latn` | 9 | 1 |
|
| 206 |
+
| `dan_Latn` | 9 | 1 |
|
| 207 |
+
| `swe_Latn` | 9 | 1 |
|
| 208 |
+
| `vie_Latn` | 9 | 1 |
|
| 209 |
+
| `hun_Latn` | 9 | 1 |
|
| 210 |
+
| `fas_Arab` | 9 | 1 |
|
| 211 |
+
| `tur_Latn` | 9 | 1 |
|
| 212 |
+
| `ces_Latn` | 9 | 1 |
|
| 213 |
+
| `arb_Arab` | 9 | 1 |
|
| 214 |
+
| `ell_Grek` | 9 | 1 |
|
| 215 |
+
| `ind_Latn` | 9 | 1 |
|
| 216 |
+
| `nld_Latn` | 9 | 1 |
|
| 217 |
+
| `pol_Latn` | 9 | 1 |
|
| 218 |
+
| `por_Latn` | 9 | 1 |
|
| 219 |
+
| `ita_Latn` | 9 | 1 |
|
| 220 |
+
| `jpn_Jpan` | 9 | 1 |
|
| 221 |
+
| `fra_Latn` | 9 | 1 |
|
| 222 |
+
| `spa_Latn` | 9 | 1 |
|
| 223 |
+
| `deu_Latn` | 9 | 1 |
|
| 224 |
+
| `cmn_Hani` | 9 | 1 |
|
| 225 |
+
| `rus_Cyrl` | 9 | 1 |
|
| 226 |
+
| `digit` | 9 | 1 |
|
| 227 |
+
|
| 228 |
+
## Generation
|
| 229 |
+
|
| 230 |
+
```bash
|
| 231 |
+
python create_multilingual_addition_data.py \
|
| 232 |
+
--hf_repo_id flexitok/multilingual-addition \
|
| 233 |
+
--publish_to_hf \
|
| 234 |
+
--a_min 0 --a_max 999 \
|
| 235 |
+
--seed 42 --train_ratio 0.9
|
| 236 |
+
```
|