opencompass/mmlu 已完整同步
annotations_creators:
- no-annotation language_creators:
- expert-generated language:
- en license:
- mit multilinguality:
- monolingual size_categories:
- 10K<n<100K source_datasets:
- original task_categories:
- question-answering task_ids:
- multiple-choice-qa paperswithcode_id: mmlu pretty_name: Measuring Massive Multitask Language Understanding language_bcp47:
- en-US dataset_info:
- config_name: abstract_algebra
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 49618.6654322746 num_examples: 100
- name: validation num_bytes: 5485.515349444808 num_examples: 11
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 17143 dataset_size: 57303.3562203159
- config_name: all
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 6967453 num_examples: 14042
- name: validation num_bytes: 763484 num_examples: 1531
- name: dev num_bytes: 125353 num_examples: 285
- name: auxiliary_train num_bytes: 161000625 num_examples: 99842 download_size: 51503402 dataset_size: 168856915
- config_name: anatomy
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 66985.19833357072 num_examples: 135
- name: validation num_bytes: 6981.5649902024825 num_examples: 14
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 28864 dataset_size: 76165.9387623697
- config_name: astronomy
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 75420.3714570574 num_examples: 152
- name: validation num_bytes: 7978.931417374265 num_examples: 16
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 39316 dataset_size: 85598.47831302814
- config_name: auxiliary_train
features:
- name: train
struct:
- name: answer dtype: int64
- name: choices sequence: string
- name: question dtype: string
- name: subject dtype: string splits:
- name: train num_bytes: 161000625 num_examples: 99842 download_size: 47518592 dataset_size: 161000625
- name: train
struct:
- config_name: business_ethics
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 49618.6654322746 num_examples: 100
- name: validation num_bytes: 5485.515349444808 num_examples: 11
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 31619 dataset_size: 57303.3562203159
- config_name: clinical_knowledge
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 131489.4633955277 num_examples: 265
- name: validation num_bytes: 14461.813193990856 num_examples: 29
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 51655 dataset_size: 148150.45202811505
- config_name: college_biology
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 71450.87822247542 num_examples: 144
- name: validation num_bytes: 7978.931417374265 num_examples: 16
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 43017 dataset_size: 81628.98507844617
- config_name: college_chemistry
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 49618.6654322746 num_examples: 100
- name: validation num_bytes: 3989.4657086871325 num_examples: 8
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 26781 dataset_size: 55807.30657955822
- config_name: college_computer_science
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 49618.6654322746 num_examples: 100
- name: validation num_bytes: 5485.515349444808 num_examples: 11
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 41132 dataset_size: 57303.3562203159
- config_name: college_mathematics
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 49618.6654322746 num_examples: 100
- name: validation num_bytes: 5485.515349444808 num_examples: 11
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 26779 dataset_size: 57303.3562203159
- config_name: college_medicine
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 85840.29119783506 num_examples: 173
- name: validation num_bytes: 10971.030698889615 num_examples: 22
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 56303 dataset_size: 99010.49733532117
- config_name: college_physics
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 50611.0387409201 num_examples: 102
- name: validation num_bytes: 5485.515349444808 num_examples: 11
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 29539 dataset_size: 58295.7295289614
- config_name: computer_security
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 49618.6654322746 num_examples: 100
- name: validation num_bytes: 5485.515349444808 num_examples: 11
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 30150 dataset_size: 57303.3562203159
- config_name: conceptual_physics
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 116603.86376584532 num_examples: 235
- name: validation num_bytes: 12965.76355323318 num_examples: 26
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 34968 dataset_size: 131768.802757675
- config_name: econometrics
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 56565.27859279305 num_examples: 114
- name: validation num_bytes: 5984.198563030699 num_examples: 12
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 36040 dataset_size: 64748.652594420244
- config_name: electrical_engineering
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 71947.06487679818 num_examples: 145
- name: validation num_bytes: 7978.931417374265 num_examples: 16
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 26746 dataset_size: 82125.17173276893
- config_name: elementary_mathematics
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 187558.555333998 num_examples: 378
- name: validation num_bytes: 20446.011757021555 num_examples: 41
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 54987 dataset_size: 210203.74252961605
- config_name: formal_logic
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 62519.518444666 num_examples: 126
- name: validation num_bytes: 6981.5649902024825 num_examples: 14
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 32884 dataset_size: 71700.25887346498
- config_name: global_facts
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 49618.6654322746 num_examples: 100
- name: validation num_bytes: 4986.8321358589155 num_examples: 10
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 19258 dataset_size: 56804.67300673001
- config_name: high_school_biology
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 153817.86284005127 num_examples: 310
- name: validation num_bytes: 15957.86283474853 num_examples: 32
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 78216 dataset_size: 171974.90111339628
- config_name: high_school_chemistry
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 100725.89082751745 num_examples: 203
- name: validation num_bytes: 10971.030698889615 num_examples: 22
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 45799 dataset_size: 113896.09696500355
- config_name: high_school_computer_science
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 49618.6654322746 num_examples: 100
- name: validation num_bytes: 4488.148922273024 num_examples: 9
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 39072 dataset_size: 56305.989793144116
- config_name: high_school_european_history
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 81870.79796325309 num_examples: 165
- name: validation num_bytes: 8976.297844546049 num_examples: 18
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 196270 dataset_size: 93046.27124639563
- config_name: high_school_geography
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 98244.95755590372 num_examples: 198
- name: validation num_bytes: 10971.030698889615 num_examples: 22
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 38255 dataset_size: 111415.16369338983
- config_name: high_school_government_and_politics
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 95764.02428428999 num_examples: 193
- name: validation num_bytes: 10472.347485303722 num_examples: 21
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 52963 dataset_size: 108435.5472081902
- config_name: high_school_macroeconomics
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 193512.79518587096 num_examples: 390
- name: validation num_bytes: 21443.378184193338 num_examples: 43
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 68758 dataset_size: 217155.34880866078
- config_name: high_school_mathematics
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 133970.39666714144 num_examples: 270
- name: validation num_bytes: 14461.813193990856 num_examples: 29
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 45210 dataset_size: 150631.38529972878
- config_name: high_school_microeconomics
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 118092.42372881356 num_examples: 238
- name: validation num_bytes: 12965.76355323318 num_examples: 26
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 49885 dataset_size: 133257.36272064323
- config_name: high_school_physics
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 74924.18480273466 num_examples: 151
- name: validation num_bytes: 8477.614630960157 num_examples: 17
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 45483 dataset_size: 85600.9748722913
- config_name: high_school_psychology
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 270421.7266058966 num_examples: 545
- name: validation num_bytes: 29920.992815153495 num_examples: 60
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 113158 dataset_size: 302541.8948596466
- config_name: high_school_statistics
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 107176.31733371314 num_examples: 216
- name: validation num_bytes: 11469.713912475507 num_examples: 23
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 74924 dataset_size: 120845.20668478514
- config_name: high_school_us_history
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 101222.0774818402 num_examples: 204
- name: validation num_bytes: 10971.030698889615 num_examples: 22
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 200043 dataset_size: 114392.2836193263
- config_name: high_school_world_history
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 117596.23707449081 num_examples: 237
- name: validation num_bytes: 12965.76355323318 num_examples: 26
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 250302 dataset_size: 132761.17606632048
- config_name: human_aging
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 110649.62391397236 num_examples: 223
- name: validation num_bytes: 11469.713912475507 num_examples: 23
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 41196 dataset_size: 124318.51326504436
- config_name: human_sexuality
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 65000.451716279735 num_examples: 131
- name: validation num_bytes: 5984.198563030699 num_examples: 12
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 32533 dataset_size: 73183.82571790692
- config_name: international_law
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 60038.58517305227 num_examples: 121
- name: validation num_bytes: 6482.88177661659 num_examples: 13
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 41592 dataset_size: 68720.64238826535
- config_name: jurisprudence
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 53588.15866685657 num_examples: 108
- name: validation num_bytes: 5485.515349444808 num_examples: 11
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 33578 dataset_size: 61272.84945489787
- config_name: logical_fallacies
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 80878.4246546076 num_examples: 163
- name: validation num_bytes: 8976.297844546049 num_examples: 18
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 33669 dataset_size: 92053.89793775014
- config_name: machine_learning
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 55572.90528414756 num_examples: 112
- name: validation num_bytes: 5485.515349444808 num_examples: 11
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 31121 dataset_size: 63257.596072188855
- config_name: management
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 51107.225395242844 num_examples: 103
- name: validation num_bytes: 5485.515349444808 num_examples: 11
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 22828 dataset_size: 58791.91618328414
- config_name: marketing
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 116107.67711152257 num_examples: 234
- name: validation num_bytes: 12467.08033964729 num_examples: 25
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 49747 dataset_size: 130773.93288976635
- config_name: medical_genetics
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 49618.6654322746 num_examples: 100
- name: validation num_bytes: 5485.515349444808 num_examples: 11
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 25775 dataset_size: 57303.3562203159
- config_name: miscellaneous
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 388514.15033471014 num_examples: 783
- name: validation num_bytes: 42886.756368386676 num_examples: 86
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 115097 dataset_size: 433600.08214169333
- config_name: moral_disputes
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 171680.58239567012 num_examples: 346
- name: validation num_bytes: 18949.96211626388 num_examples: 38
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 76043 dataset_size: 192829.71995053047
- config_name: moral_scenarios
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 444087.05561885773 num_examples: 895
- name: validation num_bytes: 49868.32135858916 num_examples: 100
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 109869 dataset_size: 496154.5524160434
- config_name: nutrition
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 151833.1162227603 num_examples: 306
- name: validation num_bytes: 16456.54604833442 num_examples: 33
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 69050 dataset_size: 170488.8377096912
- config_name: philosophy
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 154314.04949437402 num_examples: 311
- name: validation num_bytes: 16955.229261920314 num_examples: 34
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 61912 dataset_size: 173468.45419489083
- config_name: prehistory
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 160764.47600056973 num_examples: 324
- name: validation num_bytes: 17453.912475506204 num_examples: 35
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 68826 dataset_size: 180417.5639146724
- config_name: professional_accounting
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 139924.6365190144 num_examples: 282
- name: validation num_bytes: 15459.179621162639 num_examples: 31
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 87297 dataset_size: 157582.99157877354
- config_name: professional_law
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 761150.3277310925 num_examples: 1534
- name: validation num_bytes: 84776.14630960157 num_examples: 170
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 1167828 dataset_size: 848125.6494792906
- config_name: professional_medicine
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 134962.7699757869 num_examples: 272
- name: validation num_bytes: 15459.179621162639 num_examples: 31
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 153242 dataset_size: 152621.12503554605
- config_name: professional_psychology
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 303666.2324455206 num_examples: 612
- name: validation num_bytes: 34409.14173742652 num_examples: 69
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 159357 dataset_size: 340274.5496215436
- config_name: public_relations
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 54580.53197550207 num_examples: 110
- name: validation num_bytes: 5984.198563030699 num_examples: 12
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 31500 dataset_size: 62763.90597712925
- config_name: security_studies
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 121565.73030907278 num_examples: 245
- name: validation num_bytes: 13464.446766819072 num_examples: 27
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 140258 dataset_size: 137229.35251448833
- config_name: sociology
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 99733.51751887196 num_examples: 201
- name: validation num_bytes: 10971.030698889615 num_examples: 22
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 56480 dataset_size: 112903.72365635807
- config_name: us_foreign_policy
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 49618.6654322746 num_examples: 100
- name: validation num_bytes: 5485.515349444808 num_examples: 11
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 29027 dataset_size: 57303.3562203159
- config_name: virology
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 82366.98461757584 num_examples: 166
- name: validation num_bytes: 8976.297844546049 num_examples: 18
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 38229 dataset_size: 93542.45790071838
- config_name: world_religions
features:
- name: question dtype: string
- name: subject dtype: string
- name: choices sequence: string
- name: answer dtype: class_label: names: '0': A '1': B '2': C '3': D splits:
- name: test num_bytes: 84847.91788918957 num_examples: 171
- name: validation num_bytes: 9474.98105813194 num_examples: 19
- name: dev num_bytes: 2199.1754385964914 num_examples: 5 download_size: 27165 dataset_size: 96522.07438591801 configs:
- config_name: abstract_algebra
data_files:
- split: test path: abstract_algebra/test-*
- split: validation path: abstract_algebra/validation-*
- split: dev path: abstract_algebra/dev-*
- config_name: all
data_files:
- split: test path: all/test-*
- split: validation path: all/validation-*
- split: dev path: all/dev-*
- split: auxiliary_train path: all/auxiliary_train-*
- config_name: anatomy
data_files:
- split: test path: anatomy/test-*
- split: validation path: anatomy/validation-*
- split: dev path: anatomy/dev-*
- config_name: astronomy
data_files:
- split: test path: astronomy/test-*
- split: validation path: astronomy/validation-*
- split: dev path: astronomy/dev-*
- config_name: auxiliary_train
data_files:
- split: train path: auxiliary_train/train-*
- config_name: business_ethics
data_files:
- split: test path: business_ethics/test-*
- split: validation path: business_ethics/validation-*
- split: dev path: business_ethics/dev-*
- config_name: clinical_knowledge
data_files:
- split: test path: clinical_knowledge/test-*
- split: validation path: clinical_knowledge/validation-*
- split: dev path: clinical_knowledge/dev-*
- config_name: college_biology
data_files:
- split: test path: college_biology/test-*
- split: validation path: college_biology/validation-*
- split: dev path: college_biology/dev-*
- config_name: college_chemistry
data_files:
- split: test path: college_chemistry/test-*
- split: validation path: college_chemistry/validation-*
- split: dev path: college_chemistry/dev-*
- config_name: college_computer_science
data_files:
- split: test path: college_computer_science/test-*
- split: validation path: college_computer_science/validation-*
- split: dev path: college_computer_science/dev-*
- config_name: college_mathematics
data_files:
- split: test path: college_mathematics/test-*
- split: validation path: college_mathematics/validation-*
- split: dev path: college_mathematics/dev-*
- config_name: college_medicine
data_files:
- split: test path: college_medicine/test-*
- split: validation path: college_medicine/validation-*
- split: dev path: college_medicine/dev-*
- config_name: college_physics
data_files:
- split: test path: college_physics/test-*
- split: validation path: college_physics/validation-*
- split: dev path: college_physics/dev-*
- config_name: computer_security
data_files:
- split: test path: computer_security/test-*
- split: validation path: computer_security/validation-*
- split: dev path: computer_security/dev-*
- config_name: conceptual_physics
data_files:
- split: test path: conceptual_physics/test-*
- split: validation path: conceptual_physics/validation-*
- split: dev path: conceptual_physics/dev-*
- config_name: econometrics
data_files:
- split: test path: econometrics/test-*
- split: validation path: econometrics/validation-*
- split: dev path: econometrics/dev-*
- config_name: electrical_engineering
data_files:
- split: test path: electrical_engineering/test-*
- split: validation path: electrical_engineering/validation-*
- split: dev path: electrical_engineering/dev-*
- config_name: elementary_mathematics
data_files:
- split: test path: elementary_mathematics/test-*
- split: validation path: elementary_mathematics/validation-*
- split: dev path: elementary_mathematics/dev-*
- config_name: formal_logic
data_files:
- split: test path: formal_logic/test-*
- split: validation path: formal_logic/validation-*
- split: dev path: formal_logic/dev-*
- config_name: global_facts
data_files:
- split: test path: global_facts/test-*
- split: validation path: global_facts/validation-*
- split: dev path: global_facts/dev-*
- config_name: high_school_biology
data_files:
- split: test path: high_school_biology/test-*
- split: validation path: high_school_biology/validation-*
- split: dev path: high_school_biology/dev-*
- config_name: high_school_chemistry
data_files:
- split: test path: high_school_chemistry/test-*
- split: validation path: high_school_chemistry/validation-*
- split: dev path: high_school_chemistry/dev-*
- config_name: high_school_computer_science
data_files:
- split: test path: high_school_computer_science/test-*
- split: validation path: high_school_computer_science/validation-*
- split: dev path: high_school_computer_science/dev-*
- config_name: high_school_european_history
data_files:
- split: test path: high_school_european_history/test-*
- split: validation path: high_school_european_history/validation-*
- split: dev path: high_school_european_history/dev-*
- config_name: high_school_geography
data_files:
- split: test path: high_school_geography/test-*
- split: validation path: high_school_geography/validation-*
- 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: validation path: high_school_government_and_politics/validation-*
- split: dev path: high_school_government_and_politics/dev-*
- config_name: high_school_macroeconomics
data_files:
- split: test path: high_school_macroeconomics/test-*
- split: validation path: high_school_macroeconomics/validation-*
- split: dev path: high_school_macroeconomics/dev-*
- config_name: high_school_mathematics
data_files:
- split: test path: high_school_mathematics/test-*
- split: validation path: high_school_mathematics/validation-*
- split: dev path: high_school_mathematics/dev-*
- config_name: high_school_microeconomics
data_files:
- split: test path: high_school_microeconomics/test-*
- split: validation path: high_school_microeconomics/validation-*
- split: dev path: high_school_microeconomics/dev-*
- config_name: high_school_physics
data_files:
- split: test path: high_school_physics/test-*
- split: validation path: high_school_physics/validation-*
- split: dev path: high_school_physics/dev-*
- config_name: high_school_psychology
data_files:
- split: test path: high_school_psychology/test-*
- split: validation path: high_school_psychology/validation-*
- split: dev path: high_school_psychology/dev-*
- config_name: high_school_statistics
data_files:
- split: test path: high_school_statistics/test-*
- split: validation path: high_school_statistics/validation-*
- split: dev path: high_school_statistics/dev-*
- config_name: high_school_us_history
data_files:
- split: test path: high_school_us_history/test-*
- split: validation path: high_school_us_history/validation-*
- split: dev path: high_school_us_history/dev-*
- config_name: high_school_world_history
data_files:
- split: test path: high_school_world_history/test-*
- sp
181 个文件
浏览文件数据集版权信息
本数据集的许可证为 Apache License 2.0。如有违反相关条款,请联系 WEHUB,我们将及时处理。
下载数据集
通过 WeHub CLI 下载当前数据集快照。下列命令会固定为当前页面展示的数据版本(如果页面提供版本)。文件字节由本机直连存储下载,浏览器不会签发或保存下载链接。
前置要求
需要 Node.js 18 及以上,以及 npm(或 npx)。
1. 安装 CLI
npm install -g wehub-cli@latest
2. 下载此数据集
wehub datasets download ds_ext_ebe3f10cd3 --revision 370965398ff075fc7612184047a9ff9c3e628e87 --output ./ds_ext_ebe3f10cd3
若中断或部分失败,在同一目录重新执行同一命令即可续传。默认会校验 SHA-256。
免全局安装
npx --yes wehub-cli@latest datasets download ds_ext_ebe3f10cd3 --revision 370965398ff075fc7612184047a9ff9c3e628e87 --output ./ds_ext_ebe3f10cd3
高级选项
以下为 wehub datasets download 已支持的参数示例:
强制重新下载,不复用已校验的本地文件
wehub datasets download ds_ext_ebe3f10cd3 --revision 370965398ff075fc7612184047a9ff9c3e628e87 --output ./ds_ext_ebe3f10cd3 --overwrite
仅包含匹配路径
wehub datasets download ds_ext_ebe3f10cd3 --revision 370965398ff075fc7612184047a9ff9c3e628e87 --output ./ds_ext_ebe3f10cd3 --include "*.jsonl"
排除匹配路径
wehub datasets download ds_ext_ebe3f10cd3 --revision 370965398ff075fc7612184047a9ff9c3e628e87 --output ./ds_ext_ebe3f10cd3 --exclude "*.md"
提高并发下载数
wehub datasets download ds_ext_ebe3f10cd3 --revision 370965398ff075fc7612184047a9ff9c3e628e87 --output ./ds_ext_ebe3f10cd3 --jobs 8
完整帮助:wehub datasets download --help