Datasets:
Tasks:
Question Answering
Modalities:
Text
Formats:
parquet
Sub-tasks:
multiple-choice-qa
Languages:
tu
Size:
10K - 100K
ArXiv:
License:
| annotations_creators: | |
| - machine-generated | |
| language_creators: | |
| - machine-translated | |
| language: | |
| - tu | |
| multilinguality: | |
| - monolingual | |
| size_categories: | |
| - 10K<n<100K | |
| source_datasets: | |
| - mmlu | |
| - arabicmmlu | |
| - DarijaMMlu | |
| task_categories: | |
| - question-answering | |
| task_ids: | |
| - multiple-choice-qa | |
| dataset_info: | |
| - config_name: accounting | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 29430 | |
| num_examples: 74 | |
| - name: dev | |
| num_bytes: 1076 | |
| num_examples: 3 | |
| download_size: 20994 | |
| dataset_size: 30506 | |
| - config_name: arabic_language | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 238173 | |
| num_examples: 669 | |
| - name: dev | |
| num_bytes: 2590 | |
| num_examples: 9 | |
| download_size: 86977 | |
| dataset_size: 240763 | |
| - config_name: arabic_language_(general) | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 1446694 | |
| num_examples: 612 | |
| - name: dev | |
| num_bytes: 6308 | |
| num_examples: 3 | |
| download_size: 303041 | |
| dataset_size: 1453002 | |
| - config_name: arabic_language_(grammar) | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 123836 | |
| num_examples: 365 | |
| - name: dev | |
| num_bytes: 796 | |
| num_examples: 3 | |
| download_size: 34132 | |
| dataset_size: 124632 | |
| - config_name: biology | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 427458 | |
| num_examples: 1409 | |
| - name: dev | |
| num_bytes: 964 | |
| num_examples: 3 | |
| download_size: 159873 | |
| dataset_size: 428422 | |
| - config_name: civics | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 104820 | |
| num_examples: 323 | |
| - name: dev | |
| num_bytes: 1765 | |
| num_examples: 6 | |
| download_size: 45019 | |
| dataset_size: 106585 | |
| - config_name: computer_science | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 151830 | |
| num_examples: 542 | |
| - name: dev | |
| num_bytes: 3832 | |
| num_examples: 12 | |
| download_size: 59956 | |
| dataset_size: 155662 | |
| - config_name: driving_test | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 400625 | |
| num_examples: 1211 | |
| - name: dev | |
| num_bytes: 929 | |
| num_examples: 3 | |
| download_size: 142002 | |
| dataset_size: 401554 | |
| - config_name: economics | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 220639 | |
| num_examples: 584 | |
| - name: dev | |
| num_bytes: 2644 | |
| num_examples: 9 | |
| download_size: 85240 | |
| dataset_size: 223283 | |
| - config_name: general_knowledge | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 311288 | |
| num_examples: 1198 | |
| - name: dev | |
| num_bytes: 2812 | |
| num_examples: 9 | |
| download_size: 114404 | |
| dataset_size: 314100 | |
| - config_name: geography | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 402361 | |
| num_examples: 1367 | |
| - name: dev | |
| num_bytes: 2614 | |
| num_examples: 9 | |
| download_size: 130186 | |
| dataset_size: 404975 | |
| - config_name: global_facts | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 33173 | |
| num_examples: 100 | |
| - name: dev | |
| num_bytes: 1776 | |
| num_examples: 5 | |
| download_size: 21666 | |
| dataset_size: 34949 | |
| - config_name: high_school_european_history | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 310781 | |
| num_examples: 165 | |
| - name: dev | |
| num_bytes: 13235 | |
| num_examples: 5 | |
| download_size: 156010 | |
| dataset_size: 324016 | |
| - config_name: high_school_geography | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 76163 | |
| num_examples: 198 | |
| - name: dev | |
| num_bytes: 2368 | |
| num_examples: 5 | |
| download_size: 39213 | |
| dataset_size: 78531 | |
| - config_name: high_school_government_and_politics | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 115184 | |
| num_examples: 193 | |
| - name: dev | |
| num_bytes: 3078 | |
| num_examples: 5 | |
| download_size: 55948 | |
| dataset_size: 118262 | |
| - config_name: high_school_psychology | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 260934 | |
| num_examples: 545 | |
| - name: dev | |
| num_bytes: 2811 | |
| num_examples: 5 | |
| download_size: 114905 | |
| dataset_size: 263745 | |
| - config_name: high_school_statistics | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 165860 | |
| num_examples: 216 | |
| - name: dev | |
| num_bytes: 3834 | |
| num_examples: 5 | |
| download_size: 82190 | |
| dataset_size: 169694 | |
| - config_name: high_school_world_history | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 539950 | |
| num_examples: 237 | |
| - name: dev | |
| num_bytes: 7418 | |
| num_examples: 5 | |
| download_size: 264937 | |
| dataset_size: 547368 | |
| - config_name: history | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 316416 | |
| num_examples: 1065 | |
| - name: dev | |
| num_bytes: 2283 | |
| num_examples: 9 | |
| download_size: 117684 | |
| dataset_size: 318699 | |
| - config_name: human_aging | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 77145 | |
| num_examples: 223 | |
| - name: dev | |
| num_bytes: 1681 | |
| num_examples: 5 | |
| download_size: 42019 | |
| dataset_size: 78826 | |
| - config_name: international_law | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 82207 | |
| num_examples: 121 | |
| - name: dev | |
| num_bytes: 3553 | |
| num_examples: 5 | |
| download_size: 42384 | |
| dataset_size: 85760 | |
| - config_name: islamic_studies | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 612921 | |
| num_examples: 2210 | |
| - name: dev | |
| num_bytes: 4052 | |
| num_examples: 12 | |
| download_size: 204687 | |
| dataset_size: 616973 | |
| - config_name: jurisprudence | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 51680 | |
| num_examples: 108 | |
| - name: dev | |
| num_bytes: 2009 | |
| num_examples: 5 | |
| download_size: 33351 | |
| dataset_size: 53689 | |
| - config_name: law | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 139087 | |
| num_examples: 314 | |
| - name: dev | |
| num_bytes: 1843 | |
| num_examples: 3 | |
| download_size: 61065 | |
| dataset_size: 140930 | |
| - config_name: logical_fallacies | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 77315 | |
| num_examples: 163 | |
| - name: dev | |
| num_bytes: 2386 | |
| num_examples: 5 | |
| download_size: 39026 | |
| dataset_size: 79701 | |
| - config_name: management | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 31077 | |
| num_examples: 103 | |
| - name: dev | |
| num_bytes: 1431 | |
| num_examples: 5 | |
| download_size: 22592 | |
| dataset_size: 32508 | |
| - config_name: management_ar | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 21513 | |
| num_examples: 75 | |
| - name: dev | |
| num_bytes: 784 | |
| num_examples: 3 | |
| download_size: 17156 | |
| dataset_size: 22297 | |
| - config_name: marketing | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 95342 | |
| num_examples: 234 | |
| - name: dev | |
| num_bytes: 2436 | |
| num_examples: 5 | |
| download_size: 50326 | |
| dataset_size: 97778 | |
| - config_name: math | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 65200 | |
| num_examples: 409 | |
| - name: dev | |
| num_bytes: 521 | |
| num_examples: 3 | |
| download_size: 26865 | |
| dataset_size: 65721 | |
| - config_name: moral_disputes | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 170285 | |
| num_examples: 346 | |
| - name: dev | |
| num_bytes: 2899 | |
| num_examples: 5 | |
| download_size: 81210 | |
| dataset_size: 173184 | |
| - config_name: moral_scenarios | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 601102 | |
| num_examples: 895 | |
| - name: dev | |
| num_bytes: 3226 | |
| num_examples: 5 | |
| download_size: 143240 | |
| dataset_size: 604328 | |
| - config_name: natural_science | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 159752 | |
| num_examples: 578 | |
| - name: dev | |
| num_bytes: 1390 | |
| num_examples: 6 | |
| download_size: 61357 | |
| dataset_size: 161142 | |
| - config_name: nutrition | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 148940 | |
| num_examples: 306 | |
| - name: dev | |
| num_bytes: 3393 | |
| num_examples: 5 | |
| download_size: 73626 | |
| dataset_size: 152333 | |
| - config_name: philosophy | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 119272 | |
| num_examples: 311 | |
| - name: dev | |
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| dataset_size: 120749 | |
| - config_name: philosophy_ar | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
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| - name: subject | |
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| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 17043 | |
| num_examples: 39 | |
| - name: dev | |
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| num_examples: 3 | |
| download_size: 18669 | |
| dataset_size: 18285 | |
| - config_name: physics | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 85558 | |
| num_examples: 255 | |
| - name: dev | |
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| num_examples: 3 | |
| download_size: 40315 | |
| dataset_size: 86649 | |
| - config_name: political_science | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
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| num_examples: 210 | |
| - name: dev | |
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| num_examples: 3 | |
| download_size: 30217 | |
| dataset_size: 65132 | |
| - config_name: professional_law | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
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| num_examples: 1534 | |
| - name: dev | |
| num_bytes: 7218 | |
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| - config_name: professional_psychology | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
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| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
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| - name: source | |
| dtype: string | |
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| - name: test | |
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| num_examples: 612 | |
| - name: dev | |
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| num_examples: 5 | |
| download_size: 158991 | |
| dataset_size: 348947 | |
| - config_name: public_relations | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
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| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
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| - name: source | |
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| num_examples: 110 | |
| - name: dev | |
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| num_examples: 5 | |
| download_size: 29615 | |
| dataset_size: 48142 | |
| - config_name: security_studies | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
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| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
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| - name: test | |
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| num_examples: 245 | |
| - name: dev | |
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| num_examples: 5 | |
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| dataset_size: 305258 | |
| - config_name: social_science | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
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| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
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| - name: test | |
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| num_examples: 946 | |
| - name: dev | |
| num_bytes: 1386 | |
| num_examples: 6 | |
| download_size: 76151 | |
| dataset_size: 225005 | |
| - config_name: sociology | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
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| num_examples: 201 | |
| - name: dev | |
| num_bytes: 2553 | |
| num_examples: 5 | |
| download_size: 57047 | |
| dataset_size: 105117 | |
| - config_name: world_religions | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: context | |
| dtype: string | |
| - name: choices | |
| sequence: string | |
| - name: answer | |
| dtype: int64 | |
| - name: subject | |
| dtype: string | |
| - name: subject_darija | |
| dtype: string | |
| - name: source | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 46118 | |
| num_examples: 171 | |
| - name: dev | |
| num_bytes: 1215 | |
| num_examples: 5 | |
| download_size: 27597 | |
| dataset_size: 47333 | |
| configs: | |
| - config_name: accounting | |
| data_files: | |
| - split: test | |
| path: accounting/test-* | |
| - split: dev | |
| path: accounting/dev-* | |
| - config_name: arabic_language | |
| data_files: | |
| - split: test | |
| path: arabic_language/test-* | |
| - split: dev | |
| path: arabic_language/dev-* | |
| - config_name: arabic_language_(general) | |
| data_files: | |
| - split: test | |
| path: arabic_language_(general)/test-* | |
| - split: dev | |
| path: arabic_language_(general)/dev-* | |
| - config_name: arabic_language_(grammar) | |
| data_files: | |
| - split: test | |
| path: arabic_language_(grammar)/test-* | |
| - split: dev | |
| path: arabic_language_(grammar)/dev-* | |
| - config_name: biology | |
| data_files: | |
| - split: test | |
| path: biology/test-* | |
| - split: dev | |
| path: biology/dev-* | |
| - config_name: civics | |
| data_files: | |
| - split: test | |
| path: civics/test-* | |
| - split: dev | |
| path: civics/dev-* | |
| - config_name: computer_science | |
| data_files: | |
| - split: test | |
| path: computer_science/test-* | |
| - split: dev | |
| path: computer_science/dev-* | |
| - config_name: driving_test | |
| data_files: | |
| - split: test | |
| path: driving_test/test-* | |
| - split: dev | |
| path: driving_test/dev-* | |
| - config_name: economics | |
| data_files: | |
| - split: test | |
| path: economics/test-* | |
| - split: dev | |
| path: economics/dev-* | |
| - config_name: general_knowledge | |
| data_files: | |
| - split: test | |
| path: general_knowledge/test-* | |
| - split: dev | |
| path: general_knowledge/dev-* | |
| - config_name: geography | |
| data_files: | |
| - split: test | |
| path: geography/test-* | |
| - split: dev | |
| path: geography/dev-* | |
| - config_name: global_facts | |
| data_files: | |
| - split: test | |
| path: global_facts/test-* | |
| - split: dev | |
| path: global_facts/dev-* | |
| - config_name: high_school_european_history | |
| data_files: | |
| - split: test | |
| path: high_school_european_history/test-* | |
| - split: dev | |
| path: high_school_european_history/dev-* | |
| - config_name: high_school_geography | |
| data_files: | |
| - split: test | |
| path: high_school_geography/test-* | |
| - split: dev | |
| path: high_school_geography/dev-* | |
| - config_name: high_school_government_and_politics | |
| data_files: | |
| - split: test | |
| path: high_school_government_and_politics/test-* | |
| - split: dev | |
| path: high_school_government_and_politics/dev-* | |
| - config_name: high_school_psychology | |
| data_files: | |
| - split: test | |
| path: high_school_psychology/test-* | |
| - split: dev | |
| path: high_school_psychology/dev-* | |
| - config_name: high_school_statistics | |
| data_files: | |
| - split: test | |
| path: high_school_statistics/test-* | |
| - split: dev | |
| path: high_school_statistics/dev-* | |
| - config_name: high_school_world_history | |
| data_files: | |
| - split: test | |
| path: high_school_world_history/test-* | |
| - split: dev | |
| path: high_school_world_history/dev-* | |
| - config_name: history | |
| data_files: | |
| - split: test | |
| path: history/test-* | |
| - split: dev | |
| path: history/dev-* | |
| - config_name: human_aging | |
| data_files: | |
| - split: test | |
| path: human_aging/test-* | |
| - split: dev | |
| path: human_aging/dev-* | |
| - config_name: international_law | |
| data_files: | |
| - split: test | |
| path: international_law/test-* | |
| - split: dev | |
| path: international_law/dev-* | |
| - config_name: islamic_studies | |
| data_files: | |
| - split: test | |
| path: islamic_studies/test-* | |
| - split: dev | |
| path: islamic_studies/dev-* | |
| - config_name: jurisprudence | |
| data_files: | |
| - split: test | |
| path: jurisprudence/test-* | |
| - split: dev | |
| path: jurisprudence/dev-* | |
| - config_name: law | |
| data_files: | |
| - split: test | |
| path: law/test-* | |
| - split: dev | |
| path: law/dev-* | |
| - config_name: logical_fallacies | |
| data_files: | |
| - split: test | |
| path: logical_fallacies/test-* | |
| - split: dev | |
| path: logical_fallacies/dev-* | |
| - config_name: management | |
| data_files: | |
| - split: test | |
| path: management/test-* | |
| - split: dev | |
| path: management/dev-* | |
| - config_name: management_ar | |
| data_files: | |
| - split: test | |
| path: management_ar/test-* | |
| - split: dev | |
| path: management_ar/dev-* | |
| - config_name: marketing | |
| data_files: | |
| - split: test | |
| path: marketing/test-* | |
| - split: dev | |
| path: marketing/dev-* | |
| - config_name: math | |
| data_files: | |
| - split: test | |
| path: math/test-* | |
| - split: dev | |
| path: math/dev-* | |
| - config_name: moral_disputes | |
| data_files: | |
| - split: test | |
| path: moral_disputes/test-* | |
| - split: dev | |
| path: moral_disputes/dev-* | |
| - config_name: moral_scenarios | |
| data_files: | |
| - split: test | |
| path: moral_scenarios/test-* | |
| - split: dev | |
| path: moral_scenarios/dev-* | |
| - config_name: natural_science | |
| data_files: | |
| - split: test | |
| path: natural_science/test-* | |
| - split: dev | |
| path: natural_science/dev-* | |
| - config_name: nutrition | |
| data_files: | |
| - split: test | |
| path: nutrition/test-* | |
| - split: dev | |
| path: nutrition/dev-* | |
| - config_name: philosophy | |
| data_files: | |
| - split: test | |
| path: philosophy/test-* | |
| - split: dev | |
| path: philosophy/dev-* | |
| - config_name: philosophy_ar | |
| data_files: | |
| - split: test | |
| path: philosophy_ar/test-* | |
| - split: dev | |
| path: philosophy_ar/dev-* | |
| - config_name: physics | |
| data_files: | |
| - split: test | |
| path: physics/test-* | |
| - split: dev | |
| path: physics/dev-* | |
| - config_name: political_science | |
| data_files: | |
| - split: test | |
| path: political_science/test-* | |
| - split: dev | |
| path: political_science/dev-* | |
| - config_name: professional_law | |
| data_files: | |
| - split: test | |
| path: professional_law/test-* | |
| - split: dev | |
| path: professional_law/dev-* | |
| - config_name: professional_psychology | |
| data_files: | |
| - split: test | |
| path: professional_psychology/test-* | |
| - split: dev | |
| path: professional_psychology/dev-* | |
| - config_name: public_relations | |
| data_files: | |
| - split: test | |
| path: public_relations/test-* | |
| - split: dev | |
| path: public_relations/dev-* | |
| - config_name: security_studies | |
| data_files: | |
| - split: test | |
| path: security_studies/test-* | |
| - split: dev | |
| path: security_studies/dev-* | |
| - config_name: social_science | |
| data_files: | |
| - split: test | |
| path: social_science/test-* | |
| - split: dev | |
| path: social_science/dev-* | |
| - config_name: sociology | |
| data_files: | |
| - split: test | |
| path: sociology/test-* | |
| - split: dev | |
| path: sociology/dev-* | |
| - config_name: world_religions | |
| data_files: | |
| - split: test | |
| path: world_religions/test-* | |
| - split: dev | |
| path: world_religions/dev-* | |
| license: cc-by-nc-sa-4.0 | |
| ## Dataset Description | |
| - **Homepage:** [https://hf.co/datasets/linagora/MMLU_tunisian](https://hf.co/datasets/linagora/TunisianMMLU) | |
| - **Repository:** [https://github.com/linagora-labs/lighteval_Labess_chat](https://github.com/linagora-labs/lighteval_Labess_chat) | |
| ### Dataset Summary | |
| TunisianMMLU is an evaluation benchmark designed to assess large language models' (LLM) performance in Tunisian Derja, a variety of Arabic. It consists of 22,027 multiple-choice questions, translated from selected subsets of the Massive Multitask Language Understanding (MMLU), ArabicMMLU and DarijaMMLU benchmarks to measure model performance on 44 subjects in Derja. | |
| ### Supported Tasks | |
| - **Task Category:** Multiple-choice question answering | |
| - **Task:** Answering multiple-choice questions in Derja | |
| ### Languages | |
| The dataset is available in Tunisian Arabic (Derja). | |
| ## Dataset Structure | |
| The dataset consists of 44 folders covering the 44 subjects included in the dataset. | |
| ### Data Instances | |
| Each data instance of each subject contains a multiple-choice question with 2 to 5 answer options. The structure includes: | |
| - **question**: The multiple-choice question in Derja. | |
| - **context**: Additional contextual information that may be useful for answering the question. | |
| - **choices**: A list of possible answer options. | |
| - **answer**: The correct answer to the question (0, 1, 2, 3, or 4). | |
| - **subject**: The subject category for the question. | |
| - **subject_darija**: The subject category in Derja. | |
| - **source**: The source from which the question was derived (either MMLU or ArabicMMLU). | |
| Example: | |
| ``` | |
| { | |
| "question": "العضوية اللي تمثلها فلسطين في الأمم المتحدة.", | |
| "context": "", | |
| "choices": [ | |
| "عضو", | |
| "مراقب", | |
| "دائم", | |
| ], | |
| "answer": 1, | |
| "subject": "geography", | |
| "subject_darija": "الجغرافيا", | |
| "source": "arabic_mmlu", | |
| "split": "test" | |
| } | |
| ``` | |
| ### Data Splits | |
| The dataset consists of two main splits: test and development. | |
| ## Dataset Creation | |
| ### Curation Rationale | |
| The dataset was created to address the need for high-quality, culturally relevant benchmarks for evaluating language models in Tunisian Derja. By translating and adapting established benchmarks, it allows for consistent evaluation across languages and domains. | |
| ### Source Data | |
| #### Initial Data Collection and Normalization | |
| The data was derived from three major benchmarks: | |
| - **Massive Multitask Language Understanding (MMLU)**: A large benchmark for multiple-choice question answering. | |
| - **ArabicMMLU**: An Arabic version of MMLU. | |
| - **DarijaMMLU**: An Maroccan Arabic Darija version of MMLU. | |
| The selected subsets were translated into Tunisian Derja using facebook/nllb-200-3.3B and CODA normalisation. | |
| ### Personal and Sensitive Information | |
| The dataset does not contain personal or sensitive information. | |
| ## Considerations for Using the Data | |
| ### Social Impact of Dataset | |
| This dataset promotes the development of language models capable of understanding and responding in Tunisian Derja, contributing to the advancement of NLP for underrepresented languages. | |
| ### Limitations | |
| - The dataset is limited to the topics and domains covered by MMLU and ArabicMMLU. | |
| ## Additional Information | |
| ### Dataset Curators | |
| **Linagora** | |
| ### Citation Information | |
| ```bibtex | |
| @model{linagora2025LLM-tn, | |
| author = {Wajdi Ghezaiel and Jean-Pierre Lorré}, | |
| title = {Labess-7b-chat:Tunisian Derja LLM}, | |
| year = {2025}, | |
| month = {January}, | |
| url = {https://huggingface.co/datasets/Wajdi1976/Labess-7b-chat} | |
| } | |
| ``` | |
| ``` | |
| @article{hendryckstest2021, | |
| title={Measuring Massive Multitask Language Understanding}, | |
| author={Dan Hendrycks and Collin Burns and Steven Basart and Andy Zou and Mantas Mazeika and Dawn Song and Jacob Steinhardt}, | |
| journal={Proceedings of the International Conference on Learning Representations (ICLR)}, | |
| year={2021} | |
| } | |
| ``` | |
| ``` | |
| @article{koto2024arabicmmlu, | |
| title={Arabicmmlu: Assessing massive multitask language understanding in arabic}, | |
| author={Koto, Fajri and Li, Haonan and Shatnawi, Sara and Doughman, Jad and Sadallah, Abdelrahman Boda and Alraeesi, Aisha and Almubarak, Khalid and Alyafeai, Zaid and Sengupta, Neha and Shehata, Shady and others}, | |
| journal={arXiv preprint arXiv:2402.12840}, | |
| year={2024} | |
| } | |
| ``` | |
| ``` | |
| @article{shang2024atlaschatadaptinglargelanguage, | |
| title={Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic Dialect}, | |
| author={Guokan Shang and Hadi Abdine and Yousef Khoubrane and Amr Mohamed and Yassine Abbahaddou and Sofiane Ennadir and Imane Momayiz and Xuguang Ren and Eric Moulines and Preslav Nakov and Michalis Vazirgiannis and Eric Xing}, | |
| year={2024}, | |
| eprint={2409.17912}, | |
| archivePrefix={arXiv}, | |
| primaryClass={cs.CL}, | |
| url={https://arxiv.org/abs/2409.17912}, | |
| } | |
| ``` |