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Datasets:
Jerry999
/
CardBench

Modalities:
Text
Formats:
csv
Languages:
English
Size:
10K - 100K
ArXiv:
Tags:
RAG
model card generation
responsible AI
Libraries:
Datasets
pandas
License:
Dataset card Viewer Files Community
1
Dataset Viewer
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57
84.7k
0
argilla/databricks-dolly-15k-curated-en
null
null
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1
squad_v2
null
null
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2
tasksource/bigbench
null
null
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3
cais/mmlu
https://arxiv.org/abs/2009.03300###
https://github.com/hendrycks/test-
{'likes': 79, 'downloads': 1510762, 'tags': ['task_categories:question-answering', 'task_ids:multiple-choice-qa', 'annotations_creators:no-annotation', 'language_creators:expert-generated', 'multilinguality:monolingual', 'size_categories:10K<n<100K', 'source_datasets:original', 'language:en', 'license:mit', 'arxiv:2009.03300', 'arxiv:2005.00700', 'arxiv:2005.14165', 'arxiv:2008.02275', 'region:us'], 'class': 'golden'}
4
glue
null
null
{'likes': 236, 'downloads': 1433690, 'tags': ['task_categories:text-classification', 'task_ids:acceptability-classification', 'task_ids:natural-language-inference', 'task_ids:semantic-similarity-scoring', 'task_ids:sentiment-classification', 'task_ids:text-scoring', 'annotations_creators:other', 'language_creators:other', 'multilinguality:monolingual', 'size_categories:10K<n<100K', 'source_datasets:original', 'language:en', 'license:cc-by-4.0', 'qa-nli', 'coreference-nli', 'paraphrase-identification', 'region:us'], 'class': 'golden'}
5
truthful_qa
null
null
{'likes': 50, 'downloads': 1322741, 'tags': ['task_categories:multiple-choice', 'task_categories:text-generation', 'task_categories:question-answering', 'task_ids:multiple-choice-qa', 'task_ids:language-modeling', 'task_ids:open-domain-qa', 'annotations_creators:expert-generated', 'language_creators:expert-generated', 'multilinguality:monolingual', 'size_categories:n<1K', 'source_datasets:original', 'language:en', 'license:apache-2.0', 'arxiv:2109.07958', 'region:us'], 'class': 'golden'}
6
wikitext
https://arxiv.org/abs/1609.07843
null
{'likes': 183, 'downloads': 650954, 'tags': ['task_categories:text-generation', 'task_categories:fill-mask', 'task_ids:language-modeling', 'task_ids:masked-language-modeling', 'annotations_creators:no-annotation', 'language_creators:crowdsourced', 'multilinguality:monolingual', 'size_categories:1M<n<10M', 'source_datasets:original', 'language:en', 'license:cc-by-sa-3.0', 'license:gfdl', 'arxiv:1609.07843', 'region:us'], 'class': 'golden'}
7
super_glue
null
null
{'likes': 114, 'downloads': 381932, 'tags': ['task_categories:text-classification', 'task_categories:token-classification', 'task_categories:question-answering', 'task_ids:natural-language-inference', 'task_ids:word-sense-disambiguation', 'task_ids:coreference-resolution', 'task_ids:extractive-qa', 'annotations_creators:expert-generated', 'language_creators:other', 'multilinguality:monolingual', 'size_categories:10K<n<100K', 'source_datasets:extended|other', 'language:en', 'license:unknown', 'superglue', 'NLU', 'natural language understanding', 'region:us'], 'class': 'golden'}
8
allenai/dolma
null
null
{'likes': 327, 'downloads': 321208, 'tags': ['task_categories:text-generation', 'size_categories:n>1T', 'language:en', 'license:other', 'language-modeling', 'casual-lm', 'llm', 'region:us'], 'class': 'no_des'}
9
piqa
https://arxiv.org/abs/1911.11641
null
{'likes': 43, 'downloads': 319726, 'tags': ['task_categories:question-answering', 'task_ids:multiple-choice-qa', 'annotations_creators:crowdsourced', 'language_creators:crowdsourced', 'language_creators:found', 'multilinguality:monolingual', 'size_categories:10K<n<100K', 'source_datasets:original', 'language:en', 'license:unknown', 'arxiv:1911.11641', 'arxiv:1907.10641', 'arxiv:1904.09728', 'arxiv:1808.05326', 'region:us'], 'class': 'golden'}
10
hf-internal-testing/fixtures_image_utils
null
null
{'likes': 0, 'downloads': 265083, 'tags': ['region:us'], 'class': 'no_des'}
11
sciq
null
null
{'likes': 63, 'downloads': 263933, 'tags': ['task_categories:question-answering', 'task_ids:closed-domain-qa', 'annotations_creators:no-annotation', 'language_creators:crowdsourced', 'multilinguality:monolingual', 'size_categories:10K<n<100K', 'source_datasets:original', 'language:en', 'license:cc-by-nc-3.0', 'region:us'], 'class': 'golden'}
12
squad
null
null
{'likes': 134, 'downloads': 260905, 'tags': ['task_categories:question-answering', 'task_ids:extractive-qa', 'annotations_creators:crowdsourced', 'language_creators:crowdsourced', 'language_creators:found', 'multilinguality:monolingual', 'size_categories:10K<n<100K', 'source_datasets:extended|wikipedia', 'language:en', 'license:cc-by-4.0', 'arxiv:1606.05250', 'region:us'], 'class': 'golden'}
13
imdb
null
null
{'likes': 118, 'downloads': 259794, 'tags': ['task_categories:text-classification', 'task_ids:sentiment-classification', 'annotations_creators:expert-generated', 'language_creators:expert-generated', 'multilinguality:monolingual', 'size_categories:10K<n<100K', 'source_datasets:original', 'language:en', 'license:other', 'region:us'], 'class': 'golden'}
14
ai2_arc
null
null
{'likes': 25, 'downloads': 234808, 'tags': ['task_categories:question-answering', 'task_ids:open-domain-qa', 'task_ids:multiple-choice-qa', 'annotations_creators:found', 'language_creators:found', 'multilinguality:monolingual', 'size_categories:1K<n<10K', 'source_datasets:original', 'language:en', 'license:cc-by-sa-4.0', 'region:us'], 'class': 'golden'}
15
tatoeba
null
null
{'likes': 18, 'downloads': 211323, 'tags': ['task_categories:translation', 'annotations_creators:found', 'language_creators:found', 'multilinguality:multilingual', 'size_categories:10K<n<100K', 'source_datasets:original', 'language:ab', 'language:acm', 'language:ady', 'language:af', 'language:afb', 'language:afh', 'language:aii', 'language:ain', 'language:ajp', 'language:akl', 'language:aln', 'language:am', 'language:an', 'language:ang', 'language:aoz', 'language:apc', 'language:ar', 'language:arq', 'language:ary', 'language:arz', 'language:as', 'language:ast', 'language:avk', 'language:awa', 'language:ayl', 'language:az', 'language:ba', 'language:bal', 'language:bar', 'language:be', 'language:ber', 'language:bg', 'language:bho', 'language:bjn', 'language:bm', 'language:bn', 'language:bo', 'language:br', 'language:brx', 'language:bs', 'language:bua', 'language:bvy', 'language:bzt', 'language:ca', 'language:cay', 'language:cbk', 'language:ce', 'language:ceb', 'language:ch', 'language:chg', 'language:chn', 'language:cho', 'language:chr', 'language:cjy', 'language:ckb', 'language:ckt', 'language:cmn', 'language:co', 'language:code', 'language:cpi', 'language:crh', 'language:crk', 'language:cs', 'language:csb', 'language:cv', 'language:cy', 'language:da', 'language:de', 'language:dng', 'language:drt', 'language:dsb', 'language:dtp', 'language:dv', 'language:dws', 'language:ee', 'language:egl', 'language:el', 'language:emx', 'language:en', 'language:enm', 'language:eo', 'language:es', 'language:et', 'language:eu', 'language:ext', 'language:fi', 'language:fj', 'language:fkv', 'language:fo', 'language:fr', 'language:frm', 'language:fro', 'language:frr', 'language:fuc', 'language:fur', 'language:fuv', 'language:fy', 'language:ga', 'language:gag', 'language:gan', 'language:gbm', 'language:gcf', 'language:gd', 'language:gil', 'language:gl', 'language:gn', 'language:gom', 'language:gos', 'language:got', 'language:grc', 'language:gsw', 'language:gu', 'language:gv', 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'language:ood', 'language:or', 'language:orv', 'language:os', 'language:osp', 'language:ota', 'language:otk', 'language:pa', 'language:pag', 'language:pal', 'language:pam', 'language:pap', 'language:pau', 'language:pcd', 'language:pdc', 'language:pes', 'language:phn', 'language:pi', 'language:pl', 'language:pms', 'language:pnb', 'language:ppl', 'language:prg', 'language:ps', 'language:pt', 'language:qu', 'language:quc', 'language:qya', 'language:rap', 'language:rif', 'language:rm', 'language:rn', 'language:ro', 'language:rom', 'language:ru', 'language:rue', 'language:rw', 'language:sa', 'language:sah', 'language:sc', 'language:scn', 'language:sco', 'language:sd', 'language:sdh', 'language:se', 'language:sg', 'language:sgs', 'language:shs', 'language:shy', 'language:si', 'language:sjn', 'language:sl', 'language:sm', 'language:sma', 'language:sn', 'language:so', 'language:sq', 'language:sr', 'language:stq', 'language:su', 'language:sux', 'language:sv', 'language:swg', 'language:swh', 'language:syc', 'language:ta', 'language:te', 'language:tet', 'language:tg', 'language:th', 'language:thv', 'language:ti', 'language:tig', 'language:tk', 'language:tl', 'language:tlh', 'language:tly', 'language:tmr', 'language:tmw', 'language:tn', 'language:to', 'language:toi', 'language:tok', 'language:tpi', 'language:tpw', 'language:tr', 'language:ts', 'language:tt', 'language:tts', 'language:tvl', 'language:ty', 'language:tyv', 'language:tzl', 'language:udm', 'language:ug', 'language:uk', 'language:umb', 'language:ur', 'language:uz', 'language:vec', 'language:vep', 'language:vi', 'language:vo', 'language:vro', 'language:wa', 'language:war', 'language:wo', 'language:wuu', 'language:xal', 'language:xh', 'language:xqa', 'language:yi', 'language:yo', 'language:yue', 'language:zlm', 'language:zsm', 'language:zu', 'language:zza', 'license:cc-by-2.0', 'region:us'], 'class': 'golden'}
16
winogrande
null
null
{'likes': 22, 'downloads': 182368, 'tags': ['language:en', 'region:us'], 'class': 'golden'}
17
bigcode/the-stack-dedup
null
null
{'likes': 229, 'downloads': 176109, 'tags': ['task_categories:text-generation', 'language_creators:crowdsourced', 'language_creators:expert-generated', 'multilinguality:multilingual', 'size_categories:unknown', 'language:code', 'license:other', 'arxiv:2211.15533', 'arxiv:2107.03374', 'arxiv:2207.14157', 'region:us'], 'class': 'golden'}
18
lavita/medical-qa-shared-task-v1-toy
null
null
{'likes': 0, 'downloads': 175753, 'tags': ['region:us'], 'class': 'no_des'}
19
wikiann
null
https://github.com/afshinrahimi/mmner
{'likes': 53, 'downloads': 171110, 'tags': ['task_categories:token-classification', 'task_ids:named-entity-recognition', 'annotations_creators:machine-generated', 'language_creators:crowdsourced', 'multilinguality:multilingual', 'size_categories:n<1K', 'source_datasets:original', 'language:ace', 'language:af', 'language:als', 'language:am', 'language:an', 'language:ang', 'language:ar', 'language:arc', 'language:arz', 'language:as', 'language:ast', 'language:ay', 'language:az', 'language:ba', 'language:bar', 'language:be', 'language:bg', 'language:bh', 'language:bn', 'language:bo', 'language:br', 'language:bs', 'language:ca', 'language:cbk', 'language:cdo', 'language:ce', 'language:ceb', 'language:ckb', 'language:co', 'language:crh', 'language:cs', 'language:csb', 'language:cv', 'language:cy', 'language:da', 'language:de', 'language:diq', 'language:dv', 'language:el', 'language:eml', 'language:en', 'language:eo', 'language:es', 'language:et', 'language:eu', 'language:ext', 'language:fa', 'language:fi', 'language:fo', 'language:fr', 'language:frr', 'language:fur', 'language:fy', 'language:ga', 'language:gan', 'language:gd', 'language:gl', 'language:gn', 'language:gu', 'language:hak', 'language:he', 'language:hi', 'language:hr', 'language:hsb', 'language:hu', 'language:hy', 'language:ia', 'language:id', 'language:ig', 'language:ilo', 'language:io', 'language:is', 'language:it', 'language:ja', 'language:jbo', 'language:jv', 'language:ka', 'language:kk', 'language:km', 'language:kn', 'language:ko', 'language:ksh', 'language:ku', 'language:ky', 'language:la', 'language:lb', 'language:li', 'language:lij', 'language:lmo', 'language:ln', 'language:lt', 'language:lv', 'language:lzh', 'language:mg', 'language:mhr', 'language:mi', 'language:min', 'language:mk', 'language:ml', 'language:mn', 'language:mr', 'language:ms', 'language:mt', 'language:mwl', 'language:my', 'language:mzn', 'language:nan', 'language:nap', 'language:nds', 'language:ne', 'language:nl', 'language:nn', 'language:no', 'language:nov', 'language:oc', 'language:or', 'language:os', 'language:pa', 'language:pdc', 'language:pl', 'language:pms', 'language:pnb', 'language:ps', 'language:pt', 'language:qu', 'language:rm', 'language:ro', 'language:ru', 'language:rw', 'language:sa', 'language:sah', 'language:scn', 'language:sco', 'language:sd', 'language:sgs', 'language:sh', 'language:si', 'language:sk', 'language:sl', 'language:so', 'language:sq', 'language:sr', 'language:su', 'language:sv', 'language:sw', 'language:szl', 'language:ta', 'language:te', 'language:tg', 'language:th', 'language:tk', 'language:tl', 'language:tr', 'language:tt', 'language:ug', 'language:uk', 'language:ur', 'language:uz', 'language:vec', 'language:vep', 'language:vi', 'language:vls', 'language:vo', 'language:vro', 'language:wa', 'language:war', 'language:wuu', 'language:xmf', 'language:yi', 'language:yo', 'language:yue', 'language:zea', 'language:zh', 'license:unknown', 'arxiv:1902.00193', 'region:us'], 'class': 'golden'}
20
lavita/medical-qa-shared-task-v1-toy-eval
null
null
{'likes': 0, 'downloads': 161587, 'tags': ['region:us'], 'class': 'no_des'}
21
openai_humaneval
https://arxiv.org/abs/2107.03374
https://github.com/openai/human-eval
{'likes': 86, 'downloads': 160466, 'tags': ['task_categories:text2text-generation', 'annotations_creators:expert-generated', 'language_creators:expert-generated', 'multilinguality:monolingual', 'size_categories:n<1K', 'source_datasets:original', 'language:en', 'license:mit', 'code-generation', 'arxiv:2107.03374', 'region:us'], 'class': 'golden'}
22
Matthijs/cmu-arctic-xvectors
null
null
{'likes': 19, 'downloads': 159527, 'tags': ['task_categories:text-to-speech', 'task_categories:audio-to-audio', 'license:mit', 'region:us'], 'class': 'no_des'}
23
gsm8k
null
null
{'likes': 78, 'downloads': 151248, 'tags': ['task_categories:text2text-generation', 'annotations_creators:crowdsourced', 'language_creators:crowdsourced', 'multilinguality:monolingual', 'size_categories:1K<n<10K', 'source_datasets:original', 'language:en', 'license:mit', 'math-word-problems', 'arxiv:2110.14168', 'region:us'], 'class': 'golden'}
24
facebook/flores
null
https://github.com/facebookresearch/flores
{'likes': 27, 'downloads': 144246, 'tags': ['annotations_creators:found', 'language_creators:expert-generated', 'multilinguality:multilingual', 'multilinguality:translation', 'size_categories:unknown', 'source_datasets:extended|flores', 'language:ace', 'language:acm', 'language:acq', 'language:aeb', 'language:af', 'language:ajp', 'language:ak', 'language:als', 'language:am', 'language:apc', 'language:ar', 'language:ars', 'language:ary', 'language:arz', 'language:as', 'language:ast', 'language:awa', 'language:ayr', 'language:azb', 'language:azj', 'language:ba', 'language:bm', 'language:ban', 'language:be', 'language:bem', 'language:bn', 'language:bho', 'language:bjn', 'language:bo', 'language:bs', 'language:bug', 'language:bg', 'language:ca', 'language:ceb', 'language:cs', 'language:cjk', 'language:ckb', 'language:crh', 'language:cy', 'language:da', 'language:de', 'language:dik', 'language:dyu', 'language:dz', 'language:el', 'language:en', 'language:eo', 'language:et', 'language:eu', 'language:ee', 'language:fo', 'language:fj', 'language:fi', 'language:fon', 'language:fr', 'language:fur', 'language:fuv', 'language:gaz', 'language:gd', 'language:ga', 'language:gl', 'language:gn', 'language:gu', 'language:ht', 'language:ha', 'language:he', 'language:hi', 'language:hne', 'language:hr', 'language:hu', 'language:hy', 'language:ig', 'language:ilo', 'language:id', 'language:is', 'language:it', 'language:jv', 'language:ja', 'language:kab', 'language:kac', 'language:kam', 'language:kn', 'language:ks', 'language:ka', 'language:kk', 'language:kbp', 'language:kea', 'language:khk', 'language:km', 'language:ki', 'language:rw', 'language:ky', 'language:kmb', 'language:kmr', 'language:knc', 'language:kg', 'language:ko', 'language:lo', 'language:lij', 'language:li', 'language:ln', 'language:lt', 'language:lmo', 'language:ltg', 'language:lb', 'language:lua', 'language:lg', 'language:luo', 'language:lus', 'language:lvs', 'language:mag', 'language:mai', 'language:ml', 'language:mar', 'language:min', 'language:mk', 'language:mt', 'language:mni', 'language:mos', 'language:mi', 'language:my', 'language:nl', 'language:nn', 'language:nb', 'language:npi', 'language:nso', 'language:nus', 'language:ny', 'language:oc', 'language:ory', 'language:pag', 'language:pa', 'language:pap', 'language:pbt', 'language:pes', 'language:plt', 'language:pl', 'language:pt', 'language:prs', 'language:quy', 'language:ro', 'language:rn', 'language:ru', 'language:sg', 'language:sa', 'language:sat', 'language:scn', 'language:shn', 'language:si', 'language:sk', 'language:sl', 'language:sm', 'language:sn', 'language:sd', 'language:so', 'language:st', 'language:es', 'language:sc', 'language:sr', 'language:ss', 'language:su', 'language:sv', 'language:swh', 'language:szl', 'language:ta', 'language:taq', 'language:tt', 'language:te', 'language:tg', 'language:tl', 'language:th', 'language:ti', 'language:tpi', 'language:tn', 'language:ts', 'language:tk', 'language:tum', 'language:tr', 'language:tw', 'language:tzm', 'language:ug', 'language:uk', 'language:umb', 'language:ur', 'language:uzn', 'language:vec', 'language:vi', 'language:war', 'language:wo', 'language:xh', 'language:ydd', 'language:yo', 'language:yue', 'language:zh', 'language:zsm', 'language:zu', 'license:cc-by-sa-4.0', 'arxiv:2207.04672'], 'class': 'golden'}
25
allenai/c4
null
null
{'likes': 73, 'downloads': 141816, 'tags': ['region:us'], 'class': 'no_des'}
26
xnli
null
null
{'likes': 29, 'downloads': 131537, 'tags': ['language:ar', 'language:bg', 'language:de', 'language:el', 'language:en', 'language:es', 'language:fr', 'language:hi', 'language:ru', 'language:sw', 'language:th', 'language:tr', 'language:ur', 'language:vi', 'language:zh', 'region:us'], 'class': 'golden'}
27
openbookqa
null
null
{'likes': 30, 'downloads': 127063, 'tags': ['task_categories:question-answering', 'task_ids:open-domain-qa', 'annotations_creators:crowdsourced', 'annotations_creators:expert-generated', 'language_creators:expert-generated', 'multilinguality:monolingual', 'size_categories:1K<n<10K', 'source_datasets:original', 'language:en', 'license:unknown', 'region:us'], 'class': 'golden'}
28
red_caps
https://arxiv.org/abs/2111.11431
https://github.com/redcaps-dataset/redcaps-downloader
{'likes': 43, 'downloads': 114951, 'tags': ['task_categories:image-to-text', 'task_ids:image-captioning', 'annotations_creators:found', 'language_creators:found', 'multilinguality:monolingual', 'size_categories:10M<n<100M', 'source_datasets:original', 'language:en', 'license:cc-by-4.0', 'arxiv:2111.11431', 'region:us'], 'class': 'golden'}
29
mbpp
https://arxiv.org/abs/2108.07732
null
{'likes': 45, 'downloads': 105976, 'tags': ['task_categories:text2text-generation', 'annotations_creators:crowdsourced', 'annotations_creators:expert-generated', 'language_creators:crowdsourced', 'language_creators:expert-generated', 'multilinguality:monolingual', 'size_categories:n<1K', 'source_datasets:original', 'language:en', 'license:cc-by-4.0', 'code-generation', 'arxiv:2108.07732', 'region:us'], 'class': 'golden'}
30
hf-internal-testing/librispeech_asr_dummy
null
null
{'likes': 0, 'downloads': 105178, 'tags': ['region:us'], 'class': 'bad'}
31
cnn_dailymail
https://papers.nips.cc/paper/5945-teaching-machines-to-read-and-comprehend.pdf
https://github.com/abisee/cnn-dailymail
{'likes': 107, 'downloads': 94747, 'tags': ['task_categories:summarization', 'task_ids:news-articles-summarization', 'annotations_creators:no-annotation', 'language_creators:found', 'multilinguality:monolingual', 'size_categories:100K<n<1M', 'source_datasets:original', 'language:en', 'license:apache-2.0', 'region:us'], 'class': 'golden'}
32
ceval/ceval-exam
null
null
{'likes': 141, 'downloads': 88574, 'tags': ['task_categories:text-classification', 'task_categories:multiple-choice', 'task_categories:question-answering', 'size_categories:10K<n<100K', 'language:zh', 'license:cc-by-nc-sa-4.0', 'arxiv:2305.08322', 'region:us'], 'class': 'no_des'}
33
machelreid/m2d2
null
null
{'likes': 2, 'downloads': 88320, 'tags': ['license:cc-by-nc-4.0', 'arxiv:2210.07370'], 'class': 'no_des'}
34
Muennighoff/flores200
null
https://github.com/facebookresearch/flores
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35
samsum
null
https://github.com/cccntu
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36
lukaemon/mmlu
null
null
{'likes': 22, 'downloads': 77038, 'tags': ['region:us'], 'class': 'no_des'}
37
ptb_text_only
null
null
{'likes': 9, 'downloads': 70291, 'tags': ['task_categories:text-generation', 'task_categories:fill-mask', 'task_ids:language-modeling', 'task_ids:masked-language-modeling', 'annotations_creators:expert-generated', 'language_creators:found', 'multilinguality:monolingual', 'size_categories:10K<n<100K', 'source_datasets:original', 'language:en', 'license:other', 'region:us'], 'class': 'golden'}
38
tasksource/mmlu
null
null
{'likes': 21, 'downloads': 66769, 'tags': ['task_categories:text-classification', 'task_categories:multiple-choice', 'task_categories:question-answering', 'task_ids:multiple-choice-qa', 'task_ids:open-domain-qa', 'task_ids:closed-domain-qa', 'language:en', 'license:apache-2.0', 'multi-task', 'multitask', 'mmlu', 'hendrycks_test', 'region:us'], 'class': 'no_des'}
39
c4
null
null
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40
nuprl/MultiPL-E
null
null
{'likes': 11, 'downloads': 64891, 'tags': ['annotations_creators:machine-generated', 'language_creators:machine-generated', 'language_creators:expert-generated', 'multilinguality:monolingual', 'size_categories:1K<n<10K', 'source_datasets:original', 'source_datasets:extended|openai_humaneval', 'source_datasets:extended|mbpp', 'language:en', 'license:mit', 'region:us'], 'class': 'golden'}
41
trivia_qa
https://arxiv.org/abs/1705.03551
https://github.com/mandarjoshi90/triviaqa
{'likes': 25, 'downloads': 63996, 'tags': ['task_categories:question-answering', 'task_categories:text2text-generation', 'task_ids:open-domain-qa', 'task_ids:open-domain-abstractive-qa', 'task_ids:extractive-qa', 'task_ids:abstractive-qa', 'annotations_creators:crowdsourced', 'language_creators:machine-generated', 'multilinguality:monolingual', 'size_categories:10K<n<100K', 'size_categories:100K<n<1M', 'source_datasets:original', 'language:en', 'license:unknown', 'arxiv:1705.03551', 'region:us'], 'class': 'golden'}
42
MMInstruction/M3IT
null
null
{'likes': 47, 'downloads': 63264, 'tags': ['task_categories:image-to-text', 'task_categories:image-classification', 'size_categories:1M<n<10M', 'license:other', 'region:us'], 'class': 'golden'}
43
rotten_tomatoes
https://arxiv.org/abs/cs/0506075
null
{'likes': 28, 'downloads': 62636, 'tags': ['task_categories:text-classification', 'task_ids:sentiment-classification', 'annotations_creators:crowdsourced', 'language_creators:crowdsourced', 'multilinguality:monolingual', 'size_categories:1K<n<10K', 'source_datasets:original', 'language:en', 'license:unknown', 'region:us'], 'class': 'golden'}
44
lukaemon/bbh
null
null
{'likes': 15, 'downloads': 62114, 'tags': ['region:us'], 'class': 'no_des'}
45
Helsinki-NLP/tatoeba_mt
https://aclanthology.org/2020.wmt-1.139/
null
{'likes': 40, 'downloads': 58140, 'tags': ['annotations_creators:no-annotation', 'language_creators:crowdsourced', 'multilinguality:translation', 'size_categories:unknown', 'source_datasets:original', 'language:af', 'language:ar', 'language:az', 'language:be', 'language:bg', 'language:bn', 'language:br', 'language:bs', 'language:ca', 'language:ch', 'language:cs', 'language:cv', 'language:cy', 'language:da', 'language:de', 'language:el', 'language:en', 'language:eo', 'language:es', 'language:et', 'language:eu', 'language:fa', 'language:fi', 'language:fo', 'language:fr', 'language:fy', 'language:ga', 'language:gd', 'language:gl', 'language:gn', 'language:he', 'language:hi', 'language:hr', 'language:hu', 'language:hy', 'language:ia', 'language:id', 'language:ie', 'language:io', 'language:is', 'language:it', 'language:ja', 'language:jv', 'language:ka', 'language:kk', 'language:km', 'language:ko', 'language:ku', 'language:kw', 'language:la', 'language:lb', 'language:lt', 'language:lv', 'language:mi', 'language:mk', 'language:ml', 'language:mn', 'language:mr', 'language:ms', 'language:mt', 'language:my', 'language:nb', 'language:nl', 'language:nn', 'language:no', 'language:oc', 'language:pl', 'language:pt', 'language:qu', 'language:rn', 'language:ro', 'language:ru', 'language:sh', 'language:sl', 'language:sq', 'language:sr', 'language:sv', 'language:sw', 'language:ta', 'language:te', 'language:th', 'language:tk', 'language:tl', 'language:tr', 'language:tt', 'language:ug', 'language:uk', 'language:ur', 'language:uz', 'language:vi', 'language:vo', 'language:yi', 'language:zh', 'license:cc-by-2.0', 'region:us'], 'class': 'golden'}
46
sst2
https://www.aclweb.org/anthology/D13-1170/
null
{'likes': 30, 'downloads': 57940, 'tags': ['task_categories:text-classification', 'task_ids:sentiment-classification', 'annotations_creators:crowdsourced', 'language_creators:found', 'multilinguality:monolingual', 'size_categories:10K<n<100K', 'source_datasets:original', 'language:en', 'license:unknown', 'region:us'], 'class': 'golden'}
47
ccdv/cnn_dailymail
https://papers.nips.cc/paper/5945-teaching-machines-to-read-and-comprehend.pdf
https://github.com/abisee/cnn-dailymail
{'likes': 4, 'downloads': 57849, 'tags': ['task_categories:summarization', 'task_categories:text-generation', 'annotations_creators:no-annotation', 'language_creators:found', 'multilinguality:monolingual', 'size_categories:100K<n<1M', 'source_datasets:original', 'language:en', 'license:apache-2.0', 'conditional-text-generation'], 'class': 'golden'}
48
conll2003
null
null
{'likes': 64, 'downloads': 53653, 'tags': ['task_categories:token-classification', 'task_ids:named-entity-recognition', 'task_ids:part-of-speech', 'annotations_creators:crowdsourced', 'language_creators:found', 'multilinguality:monolingual', 'size_categories:10K<n<100K', 'source_datasets:extended|other-reuters-corpus', 'language:en', 'license:other', 'region:us'], 'class': 'golden'}
49
code_search_net
null
null
{'likes': 118, 'downloads': 52829, 'tags': ['task_categories:text-generation', 'task_categories:fill-mask', 'task_ids:language-modeling', 'task_ids:masked-language-modeling', 'annotations_creators:no-annotation', 'language_creators:machine-generated', 'multilinguality:multilingual', 'size_categories:100K<n<1M', 'size_categories:10K<n<100K', 'size_categories:1M<n<10M', 'source_datasets:original', 'language:code', 'license:other', 'arxiv:1909.09436', 'region:us'], 'class': 'golden'}
50
yahma/alpaca-cleaned
null
null
{'likes': 243, 'downloads': 52604, 'tags': ['task_categories:text-generation', 'language:en', 'license:cc-by-4.0', 'instruction-finetuning', 'region:us'], 'class': 'golden'}
51
americas_nli
null
null
{'likes': 1, 'downloads': 51891, 'tags': ['task_categories:text-classification', 'task_ids:natural-language-inference', 'annotations_creators:expert-generated', 'language_creators:expert-generated', 'multilinguality:multilingual', 'multilinguality:translation', 'size_categories:unknown', 'source_datasets:extended|xnli', 'language:ay', 'language:bzd', 'language:cni', 'language:gn', 'language:hch', 'language:nah', 'language:oto', 'language:qu', 'language:shp', 'language:tar', 'license:unknown', 'arxiv:2104.08726', 'region:us'], 'class': 'golden'}
52
EleutherAI/pile
https://arxiv.org/abs/2101.00027
null
{'likes': 220, 'downloads': 51615, 'tags': ['task_categories:text-generation', 'task_categories:fill-mask', 'task_ids:language-modeling', 'task_ids:masked-language-modeling', 'annotations_creators:no-annotation', 'language_creators:found', 'multilinguality:monolingual', 'size_categories:100B<n<1T', 'source_datasets:original', 'language:en', 'license:other', 'arxiv:2201.07311', 'arxiv:2101.00027', 'region:us'], 'class': 'golden'}
53
Anthropic/hh-rlhf
null
null
{'likes': 674, 'downloads': 50849, 'tags': ['license:mit', 'human-feedback', 'arxiv:2204.05862', 'region:us'], 'class': 'no_des'}
54
cifar100
https://www.cs.toronto.edu/~kriz/learning-features-2009-TR.pdf
null
{'likes': 13, 'downloads': 49061, 'tags': ['task_categories:image-classification', 'annotations_creators:crowdsourced', 'language_creators:found', 'multilinguality:monolingual', 'size_categories:10K<n<100K', 'source_datasets:extended|other-80-Million-Tiny-Images', 'language:en', 'license:unknown', 'region:us'], 'class': 'golden'}
55
lambdalabs/pokemon-blip-captions
null
null
{'likes': 183, 'downloads': 48826, 'tags': ['task_categories:text-to-image', 'annotations_creators:machine-generated', 'language_creators:other', 'multilinguality:monolingual', 'size_categories:n<1K', 'source_datasets:huggan/few-shot-pokemon', 'language:en', 'license:cc-by-nc-sa-4.0', 'region:us'], 'class': 'no_des'}
56
lambada
https://www.aclweb.org/anthology/P16-1144.pdf
null
{'likes': 30, 'downloads': 47698, 'tags': ['task_categories:text2text-generation', 'annotations_creators:expert-generated', 'language_creators:found', 'multilinguality:monolingual', 'size_categories:10K<n<100K', 'source_datasets:extended|bookcorpus', 'language:en', 'license:cc-by-4.0', 'long-range-dependency', 'region:us'], 'class': 'golden'}
57
EleutherAI/wikitext_document_level
https://arxiv.org/abs/1609.07843
null
{'likes': 4, 'downloads': 45557, 'tags': ['arxiv:1609.07843', 'region:us'], 'class': 'golden'}
58
lex_glue
null
null
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59
gia-project/gia-dataset-tokenized-1024
null
null
{'likes': 0, 'downloads': 44267, 'tags': ['region:us'], 'class': 'bad'}
60
opus100
https://arxiv.org/abs/2004.11867
https://github.com/EdinburghNLP/opus-100-corpus
{'likes': 54, 'downloads': 43885, 'tags': ['task_categories:translation', 'annotations_creators:no-annotation', 'language_creators:found', 'multilinguality:translation', 'size_categories:100K<n<1M', 'size_categories:10K<n<100K', 'size_categories:1K<n<10K', 'size_categories:1M<n<10M', 'size_categories:n<1K', 'source_datasets:extended', 'language:af', 'language:am', 'language:an', 'language:ar', 'language:as', 'language:az', 'language:be', 'language:bg', 'language:bn', 'language:br', 'language:bs', 'language:ca', 'language:cs', 'language:cy', 'language:da', 'language:de', 'language:dz', 'language:el', 'language:en', 'language:eo', 'language:es', 'language:et', 'language:eu', 'language:fa', 'language:fi', 'language:fr', 'language:fy', 'language:ga', 'language:gd', 'language:gl', 'language:gu', 'language:ha', 'language:he', 'language:hi', 'language:hr', 'language:hu', 'language:hy', 'language:id', 'language:ig', 'language:is', 'language:it', 'language:ja', 'language:ka', 'language:kk', 'language:km', 'language:kn', 'language:ko', 'language:ku', 'language:ky', 'language:li', 'language:lt', 'language:lv', 'language:mg', 'language:mk', 'language:ml', 'language:mn', 'language:mr', 'language:ms', 'language:mt', 'language:my', 'language:nb', 'language:ne', 'language:nl', 'language:nn', 'language:no', 'language:oc', 'language:or', 'language:pa', 'language:pl', 'language:ps', 'language:pt', 'language:ro', 'language:ru', 'language:rw', 'language:se', 'language:sh', 'language:si', 'language:sk', 'language:sl', 'language:sq', 'language:sr', 'language:sv', 'language:ta', 'language:te', 'language:tg', 'language:th', 'language:tk', 'language:tr', 'language:tt', 'language:ug', 'language:uk', 'language:ur', 'language:uz', 'language:vi', 'language:wa', 'language:xh', 'language:yi', 'language:yo', 'language:zh', 'language:zu', 'license:unknown', 'arxiv:2004.11867', 'region:us'], 'class': 'golden'}
61
wikipedia
null
null
{'likes': 287, 'downloads': 41350, 'tags': ['task_categories:text-generation', 'task_categories:fill-mask', 'task_ids:language-modeling', 'task_ids:masked-language-modeling', 'annotations_creators:no-annotation', 'language_creators:crowdsourced', 'multilinguality:multilingual', 'size_categories:n<1K', 'size_categories:1K<n<10K', 'size_categories:10K<n<100K', 'size_categories:100K<n<1M', 'size_categories:1M<n<10M', 'source_datasets:original', 'language:aa', 'language:ab', 'language:ace', 'language:af', 'language:ak', 'language:als', 'language:am', 'language:an', 'language:ang', 'language:ar', 'language:arc', 'language:arz', 'language:as', 'language:ast', 'language:atj', 'language:av', 'language:ay', 'language:az', 'language:azb', 'language:ba', 'language:bar', 'language:bcl', 'language:be', 'language:bg', 'language:bh', 'language:bi', 'language:bjn', 'language:bm', 'language:bn', 'language:bo', 'language:bpy', 'language:br', 'language:bs', 'language:bug', 'language:bxr', 'language:ca', 'language:cbk', 'language:cdo', 'language:ce', 'language:ceb', 'language:ch', 'language:cho', 'language:chr', 'language:chy', 'language:ckb', 'language:co', 'language:cr', 'language:crh', 'language:cs', 'language:csb', 'language:cu', 'language:cv', 'language:cy', 'language:da', 'language:de', 'language:din', 'language:diq', 'language:dsb', 'language:dty', 'language:dv', 'language:dz', 'language:ee', 'language:el', 'language:eml', 'language:en', 'language:eo', 'language:es', 'language:et', 'language:eu', 'language:ext', 'language:fa', 'language:ff', 'language:fi', 'language:fj', 'language:fo', 'language:fr', 'language:frp', 'language:frr', 'language:fur', 'language:fy', 'language:ga', 'language:gag', 'language:gan', 'language:gd', 'language:gl', 'language:glk', 'language:gn', 'language:gom', 'language:gor', 'language:got', 'language:gu', 'language:gv', 'language:ha', 'language:hak', 'language:haw', 'language:he', 'language:hi', 'language:hif', 'language:ho', 'language:hr', 'language:hsb', 'language:ht', 'language:hu', 'language:hy', 'language:ia', 'language:id', 'language:ie', 'language:ig', 'language:ii', 'language:ik', 'language:ilo', 'language:inh', 'language:io', 'language:is', 'language:it', 'language:iu', 'language:ja', 'language:jam', 'language:jbo', 'language:jv', 'language:ka', 'language:kaa', 'language:kab', 'language:kbd', 'language:kbp', 'language:kg', 'language:ki', 'language:kj', 'language:kk', 'language:kl', 'language:km', 'language:kn', 'language:ko', 'language:koi', 'language:krc', 'language:ks', 'language:ksh', 'language:ku', 'language:kv', 'language:kw', 'language:ky', 'language:la', 'language:lad', 'language:lb', 'language:lbe', 'language:lez', 'language:lfn', 'language:lg', 'language:li', 'language:lij', 'language:lmo', 'language:ln', 'language:lo', 'language:lrc', 'language:lt', 'language:ltg', 'language:lv', 'language:lzh', 'language:mai', 'language:mdf', 'language:mg', 'language:mh', 'language:mhr', 'language:mi', 'language:min', 'language:mk', 'language:ml', 'language:mn', 'language:mr', 'language:mrj', 'language:ms', 'language:mt', 'language:mus', 'language:mwl', 'language:my', 'language:myv', 'language:mzn', 'language:na', 'language:nah', 'language:nan', 'language:nap', 'language:nds', 'language:ne', 'language:new', 'language:ng', 'language:nl', 'language:nn', 'language:no', 'language:nov', 'language:nrf', 'language:nso', 'language:nv', 'language:ny', 'language:oc', 'language:olo', 'language:om', 'language:or', 'language:os', 'language:pa', 'language:pag', 'language:pam', 'language:pap', 'language:pcd', 'language:pdc', 'language:pfl', 'language:pi', 'language:pih', 'language:pl', 'language:pms', 'language:pnb', 'language:pnt', 'language:ps', 'language:pt', 'language:qu', 'language:rm', 'language:rmy', 'language:rn', 'language:ro', 'language:ru', 'language:rue', 'language:rup', 'language:rw', 'language:sa', 'language:sah', 'language:sat', 'language:sc', 'language:scn', 'language:sco', 'language:sd', 'language:se', 'language:sg', 'language:sgs', 'language:sh', 'language:si', 'language:sk', 'language:sl', 'language:sm', 'language:sn', 'language:so', 'language:sq', 'language:sr', 'language:srn', 'language:ss', 'language:st', 'language:stq', 'language:su', 'language:sv', 'language:sw', 'language:szl', 'language:ta', 'language:tcy', 'language:tdt', 'language:te', 'language:tg', 'language:th', 'language:ti', 'language:tk', 'language:tl', 'language:tn', 'language:to', 'language:tpi', 'language:tr', 'language:ts', 'language:tt', 'language:tum', 'language:tw', 'language:ty', 'language:tyv', 'language:udm', 'language:ug', 'language:uk', 'language:ur', 'language:uz', 'language:ve', 'language:vec', 'language:vep', 'language:vi', 'language:vls', 'language:vo', 'language:vro', 'language:wa', 'language:war', 'language:wo', 'language:wuu', 'language:xal', 'language:xh', 'language:xmf', 'language:yi', 'language:yo', 'language:yue', 'language:za', 'language:zea', 'language:zh', 'language:zu', 'license:cc-by-sa-3.0', 'license:gfdl'], 'class': 'golden'}
62
medmcqa
https://proceedings.mlr.press/v174/pal22a
null
{'likes': 45, 'downloads': 41230, 'tags': ['task_categories:question-answering', 'task_categories:multiple-choice', 'task_ids:multiple-choice-qa', 'task_ids:open-domain-qa', 'annotations_creators:no-annotation', 'language_creators:expert-generated', 'multilinguality:monolingual', 'size_categories:100K<n<1M', 'source_datasets:original', 'language:en', 'license:apache-2.0', 'region:us'], 'class': 'golden'}
63
MBZUAI/Bactrian-X
null
null
{'likes': 32, 'downloads': 40747, 'tags': ['task_categories:text-generation', 'language:af', 'language:ar', 'language:az', 'language:bn', 'language:cs', 'language:de', 'language:en', 'language:es', 'language:et', 'language:fi', 'language:fr', 'language:gl', 'language:gu', 'language:he', 'language:hi', 'language:hr', 'language:id', 'language:it', 'language:ja', 'language:ka', 'language:kk', 'language:km', 'language:ko', 'language:lt', 'language:lv', 'language:mk', 'language:ml', 'language:mn', 'language:mr', 'language:my', 'language:ne', 'language:nl', 'language:pl', 'language:ps', 'language:pt', 'language:ro', 'language:ru', 'language:si', 'language:sl', 'language:sv', 'language:sw', 'language:ta', 'language:te', 'language:th', 'language:tl', 'language:tr', 'language:uk', 'language:ur', 'language:vi', 'language:xh', 'language:zh', 'license:cc-by-nc-4.0', 'instruction-finetuning', 'multilingual', 'arxiv:2008.00401', 'arxiv:2305.15011', 'region:us'], 'class': 'golden'}
64
haonan-li/cmmlu
null
null
{'likes': 24, 'downloads': 39947, 'tags': ['task_categories:multiple-choice', 'task_categories:question-answering', 'size_categories:10K<n<100K', 'language:zh', 'license:cc-by-nc-4.0', 'chinese', 'llm', 'evaluation', 'arxiv:2306.09212', 'region:us'], 'class': 'no_des'}
65
tweet_eval
https://arxiv.org/pdf/2010.12421.pdf
https://github.com/cardiffnlp/tweeteval
{'likes': 80, 'downloads': 39807, 'tags': ['task_categories:text-classification', 'task_ids:intent-classification', 'task_ids:multi-class-classification', 'task_ids:sentiment-classification', 'annotations_creators:found', 'language_creators:found', 'multilinguality:monolingual', 'size_categories:100K<n<1M', 'size_categories:10K<n<100K', 'size_categories:1K<n<10K', 'size_categories:n<1K', 'source_datasets:extended|other-tweet-datasets', 'language:en', 'license:unknown', 'arxiv:2010.12421', 'region:us'], 'class': 'golden'}
66
open-llm-leaderboard/details_garage-bAInd__Platypus2-7B
null
null
{'likes': 0, 'downloads': 38864, 'tags': ['region:us'], 'class': 'golden'}
67
EleutherAI/lambada_openai
null
https://github.com/openai/gpt-2
{'likes': 29, 'downloads': 38746, 'tags': ['task_ids:language-modeling', 'language_creators:machine-generated', 'multilinguality:translation', 'size_categories:1K<n<10K', 'source_datasets:lambada', 'language:de', 'language:en', 'language:es', 'language:fr', 'language:it', 'license:mit', 'region:us'], 'class': 'golden'}
68
xsum
https://arxiv.org/abs/1808.08745
null
{'likes': 42, 'downloads': 36229, 'tags': ['task_categories:summarization', 'task_ids:news-articles-summarization', 'annotations_creators:found', 'language_creators:found', 'multilinguality:monolingual', 'size_categories:100K<n<1M', 'source_datasets:original', 'language:en', 'license:unknown', 'arxiv:1808.08745', 'region:us'], 'class': 'golden'}
69
ag_news
null
null
{'likes': 66, 'downloads': 35827, 'tags': ['task_categories:text-classification', 'task_ids:topic-classification', 'annotations_creators:found', 'language_creators:found', 'multilinguality:monolingual', 'size_categories:100K<n<1M', 'source_datasets:original', 'language:en', 'license:unknown', 'region:us'], 'class': 'golden'}
70
cifar10
null
null
{'likes': 26, 'downloads': 35735, 'tags': ['task_categories:image-classification', 'annotations_creators:crowdsourced', 'language_creators:found', 'multilinguality:monolingual', 'size_categories:10K<n<100K', 'source_datasets:extended|other-80-Million-Tiny-Images', 'language:en', 'license:unknown', 'region:us'], 'class': 'golden'}
71
tatsu-lab/alpaca
null
null
{'likes': 430, 'downloads': 35377, 'tags': ['task_categories:text-generation', 'language:en', 'license:cc-by-nc-4.0', 'instruction-finetuning', 'region:us'], 'class': 'golden'}
72
mozilla-foundation/common_voice_11_0
null
null
{'likes': 101, 'downloads': 33573, 'tags': ['task_categories:automatic-speech-recognition', 'annotations_creators:crowdsourced', 'language_creators:crowdsourced', 'multilinguality:multilingual', 'source_datasets:extended|common_voice', 'license:cc0-1.0', 'arxiv:1912.06670', 'region:us'], 'class': 'golden'}
73
xcopa
null
null
{'likes': 5, 'downloads': 33001, 'tags': ['task_categories:question-answering', 'task_ids:multiple-choice-qa', 'annotations_creators:expert-generated', 'language_creators:expert-generated', 'multilinguality:multilingual', 'size_categories:unknown', 'source_datasets:extended|copa', 'language:et', 'language:ht', 'language:id', 'language:it', 'language:qu', 'language:sw', 'language:ta', 'language:th', 'language:tr', 'language:vi', 'language:zh', 'license:cc-by-4.0', 'region:us'], 'class': 'golden'}
74
databricks/databricks-dolly-15k
null
null
{'likes': 374, 'downloads': 32415, 'tags': ['task_categories:question-answering', 'task_categories:summarization', 'size_categories:10K<n<100K', 'language:en', 'license:cc-by-sa-3.0', 'arxiv:2203.02155', 'region:us'], 'class': 'no_des'}
75
togethercomputer/RedPajama-Data-1T-Sample
null
null
{'likes': 59, 'downloads': 32007, 'tags': ['task_categories:text-generation', 'language:en', 'region:us'], 'class': 'no_des'}
76
timdettmers/openassistant-guanaco
null
null
{'likes': 223, 'downloads': 31962, 'tags': ['region:us'], 'class': 'no_des'}
77
beans
null
https://github.com/AI-Lab-Makerere/ibean/
{'likes': 16, 'downloads': 31851, 'tags': ['task_categories:image-classification', 'task_ids:multi-class-image-classification', 'annotations_creators:expert-generated', 'language_creators:expert-generated', 'multilinguality:monolingual', 'size_categories:1K<n<10K', 'source_datasets:original', 'language:en', 'license:mit', 'region:us'], 'class': 'golden'}
78
blimp
null
null
{'likes': 30, 'downloads': 30188, 'tags': ['task_categories:text-classification', 'task_ids:acceptability-classification', 'annotations_creators:crowdsourced', 'language_creators:machine-generated', 'multilinguality:monolingual', 'size_categories:10K<n<100K', 'source_datasets:original', 'language:en', 'license:cc-by-4.0', 'region:us'], 'class': 'golden'}
79
allenai/nllb
null
https://github.com/facebookresearch/fairseq/tree/nllb
{'likes': 74, 'downloads': 29944, 'tags': ['arxiv:2207.0467', 'arxiv:2205.12654', 'arxiv:2207.04672', 'region:us'], 'class': 'golden'}
80
hotpot_qa
https://arxiv.org/abs/1809.09600
null
{'likes': 17, 'downloads': 28647, 'tags': ['task_categories:question-answering', 'annotations_creators:crowdsourced', 'language_creators:found', 'multilinguality:monolingual', 'size_categories:100K<n<1M', 'source_datasets:original', 'language:en', 'license:cc-by-sa-4.0', 'multi-hop', 'arxiv:1809.09600', 'region:us'], 'class': 'golden'}
81
web_questions
https://aclanthology.org/D13-1160/
null
{'likes': 11, 'downloads': 28148, 'tags': ['task_categories:question-answering', 'task_ids:open-domain-qa', 'annotations_creators:crowdsourced', 'language_creators:found', 'multilinguality:monolingual', 'size_categories:1K<n<10K', 'source_datasets:original', 'language:en', 'license:unknown', 'region:us'], 'class': 'golden'}
82
google/xtreme_s
https://arxiv.org/abs/2203.10752
null
{'likes': 32, 'downloads': 28014, 'tags': ['task_categories:automatic-speech-recognition', 'annotations_creators:expert-generated', 'annotations_creators:crowdsourced', 'annotations_creators:machine-generated', 'language_creators:crowdsourced', 'language_creators:expert-generated', 'multilinguality:multilingual', 'size_categories:10K<n<100K', 'source_datasets:extended|multilingual_librispeech', 'source_datasets:extended|covost2', 'language:afr', 'language:amh', 'language:ara', 'language:asm', 'language:ast', 'language:azj', 'language:bel', 'language:ben', 'language:bos', 'language:cat', 'language:ceb', 'language:cmn', 'language:ces', 'language:cym', 'language:dan', 'language:deu', 'language:ell', 'language:eng', 'language:spa', 'language:est', 'language:fas', 'language:ful', 'language:fin', 'language:tgl', 'language:fra', 'language:gle', 'language:glg', 'language:guj', 'language:hau', 'language:heb', 'language:hin', 'language:hrv', 'language:hun', 'language:hye', 'language:ind', 'language:ibo', 'language:isl', 'language:ita', 'language:jpn', 'language:jav', 'language:kat', 'language:kam', 'language:kea', 'language:kaz', 'language:khm', 'language:kan', 'language:kor', 'language:ckb', 'language:kir', 'language:ltz', 'language:lug', 'language:lin', 'language:lao', 'language:lit', 'language:luo', 'language:lav', 'language:mri', 'language:mkd', 'language:mal', 'language:mon', 'language:mar', 'language:msa', 'language:mlt', 'language:mya', 'language:nob', 'language:npi', 'language:nld', 'language:nso', 'language:nya', 'language:oci', 'language:orm', 'language:ory', 'language:pan', 'language:pol', 'language:pus', 'language:por', 'language:ron', 'language:rus', 'language:bul', 'language:snd', 'language:slk', 'language:slv', 'language:sna', 'language:som', 'language:srp', 'language:swe', 'language:swh', 'language:tam', 'language:tel', 'language:tgk', 'language:tha', 'language:tur', 'language:ukr', 'language:umb', 'language:urd', 'language:uzb', 'language:vie', 'language:wol', 'language:xho', 'language:yor', 'language:yue', 'language:zul', 'license:cc-by-4.0', 'arxiv:2203.10752', 'arxiv:2205.12446', 'arxiv:2007.10310', 'region:us'], 'class': 'golden'}
83
lhoestq/demo1
null
null
{'likes': 1, 'downloads': 27876, 'tags': ['region:us'], 'class': 'golden'}
84
Dahoas/full-hh-rlhf
null
null
{'likes': 49, 'downloads': 27408, 'tags': ['region:us'], 'class': 'no_des'}
85
xtreme
null
null
{'likes': 55, 'downloads': 27346, 'tags': ['task_categories:multiple-choice', 'task_categories:question-answering', 'task_categories:token-classification', 'task_categories:text-classification', 'task_categories:text-retrieval', 'task_ids:multiple-choice-qa', 'task_ids:extractive-qa', 'task_ids:open-domain-qa', 'task_ids:natural-language-inference', 'task_ids:named-entity-recognition', 'task_ids:part-of-speech', 'annotations_creators:found', 'language_creators:found', 'multilinguality:multilingual', 'multilinguality:translation', 'size_categories:n<1K', 'size_categories:1K<n<10K', 'size_categories:10K<n<100K', 'size_categories:100K<n<1M', 'source_datasets:extended|xnli', 'source_datasets:extended|paws-x', 'source_datasets:extended|wikiann', 'source_datasets:extended|xquad', 'source_datasets:extended|mlqa', 'source_datasets:extended|tydiqa', 'source_datasets:extended|tatoeba', 'source_datasets:extended|squad', 'language:af', 'language:ar', 'language:bg', 'language:bn', 'language:de', 'language:el', 'language:en', 'language:es', 'language:et', 'language:eu', 'language:fa', 'language:fi', 'language:fr', 'language:he', 'language:hi', 'language:hu', 'language:id', 'language:it', 'language:ja', 'language:jv', 'language:ka', 'language:kk', 'language:ko', 'language:ml', 'language:mr', 'language:ms', 'language:my', 'language:nl', 'language:pt', 'language:ru', 'language:sw', 'language:ta', 'language:te', 'language:th', 'language:tl', 'language:tr', 'language:ur', 'language:vi', 'language:yo', 'language:zh', 'license:apache-2.0', 'license:cc-by-4.0', 'license:cc-by-2.0', 'license:cc-by-sa-4.0', 'license:other', 'license:cc-by-nc-4.0', 'parallel-sentence-retrieval', 'paraphrase-identification', 'arxiv:2003.11080', 'region:us'], 'class': 'golden'}
86
oscar
null
null
{'likes': 122, 'downloads': 27144, 'tags': ['task_categories:text-generation', 'task_categories:fill-mask', 'task_ids:language-modeling', 'task_ids:masked-language-modeling', 'annotations_creators:no-annotation', 'language_creators:found', 'multilinguality:multilingual', 'size_categories:100K<n<1M', 'size_categories:100M<n<1B', 'size_categories:10K<n<100K', 'size_categories:10M<n<100M', 'size_categories:1K<n<10K', 'size_categories:1M<n<10M', 'size_categories:n<1K', 'source_datasets:original', 'language:af', 'language:als', 'language:am', 'language:an', 'language:ar', 'language:arz', 'language:as', 'language:ast', 'language:av', 'language:az', 'language:azb', 'language:ba', 'language:bar', 'language:bcl', 'language:be', 'language:bg', 'language:bh', 'language:bn', 'language:bo', 'language:bpy', 'language:br', 'language:bs', 'language:bxr', 'language:ca', 'language:cbk', 'language:ce', 'language:ceb', 'language:ckb', 'language:cs', 'language:cv', 'language:cy', 'language:da', 'language:de', 'language:diq', 'language:dsb', 'language:dv', 'language:el', 'language:eml', 'language:en', 'language:eo', 'language:es', 'language:et', 'language:eu', 'language:fa', 'language:fi', 'language:fr', 'language:frr', 'language:fy', 'language:ga', 'language:gd', 'language:gl', 'language:gn', 'language:gom', 'language:gu', 'language:he', 'language:hi', 'language:hr', 'language:hsb', 'language:ht', 'language:hu', 'language:hy', 'language:ia', 'language:id', 'language:ie', 'language:ilo', 'language:io', 'language:is', 'language:it', 'language:ja', 'language:jbo', 'language:jv', 'language:ka', 'language:kk', 'language:km', 'language:kn', 'language:ko', 'language:krc', 'language:ku', 'language:kv', 'language:kw', 'language:ky', 'language:la', 'language:lb', 'language:lez', 'language:li', 'language:lmo', 'language:lo', 'language:lrc', 'language:lt', 'language:lv', 'language:mai', 'language:mg', 'language:mhr', 'language:min', 'language:mk', 'language:ml', 'language:mn', 'language:mr', 'language:mrj', 'language:ms', 'language:mt', 'language:mwl', 'language:my', 'language:myv', 'language:mzn', 'language:nah', 'language:nap', 'language:nds', 'language:ne', 'language:new', 'language:nl', 'language:nn', 'language:no', 'language:oc', 'language:or', 'language:os', 'language:pa', 'language:pam', 'language:pl', 'language:pms', 'language:pnb', 'language:ps', 'language:pt', 'language:qu', 'language:rm', 'language:ro', 'language:ru', 'language:sa', 'language:sah', 'language:scn', 'language:sd', 'language:sh', 'language:si', 'language:sk', 'language:sl', 'language:so', 'language:sq', 'language:sr', 'language:su', 'language:sv', 'language:sw', 'language:ta', 'language:te', 'language:tg', 'language:th', 'language:tk', 'language:tl', 'language:tr', 'language:tt', 'language:tyv', 'language:ug', 'language:uk', 'language:ur', 'language:uz', 'language:vec', 'language:vi', 'language:vo', 'language:wa', 'language:war', 'language:wuu', 'language:xal', 'language:xmf', 'language:yi', 'language:yo', 'language:yue', 'language:zh', 'license:cc0-1.0', 'arxiv:2010.14571', 'region:us'], 'class': 'golden'}
87
csebuetnlp/xlsum
https://aclanthology.org/2021.findings-acl.413/
https://github.com/csebuetnlp/xl-sum
{'likes': 52, 'downloads': 26577, 'tags': ['task_categories:summarization', 'task_categories:text-generation', 'annotations_creators:found', 'language_creators:found', 'multilinguality:multilingual', 'size_categories:1M<n<10M', 'source_datasets:original', 'language:am', 'language:ar', 'language:az', 'language:bn', 'language:my', 'language:zh', 'language:en', 'language:fr', 'language:gu', 'language:ha', 'language:hi', 'language:ig', 'language:id', 'language:ja', 'language:rn', 'language:ko', 'language:ky', 'language:mr', 'language:ne', 'language:om', 'language:ps', 'language:fa', 'language:pcm', 'language:pt', 'language:pa', 'language:ru', 'language:gd', 'language:sr', 'language:si', 'language:so', 'language:es', 'language:sw', 'language:ta', 'language:te', 'language:th', 'language:ti', 'language:tr', 'language:uk', 'language:ur', 'language:uz', 'language:vi', 'language:cy', 'language:yo', 'license:cc-by-nc-sa-4.0', 'conditional-text-generation', 'arxiv:1607.01759', 'region:us'], 'class': 'golden'}
88
open-ko-llm-leaderboard/requests
null
null
{'likes': 0, 'downloads': 26306, 'tags': ['region:us'], 'class': 'bad'}
89
EleutherAI/persona
null
null
{'likes': 0, 'downloads': 26234, 'tags': ['region:us'], 'class': 'bad'}
90
mnist
null
null
{'likes': 40, 'downloads': 25200, 'tags': ['task_categories:image-classification', 'task_ids:multi-class-image-classification', 'annotations_creators:expert-generated', 'language_creators:found', 'multilinguality:monolingual', 'size_categories:10K<n<100K', 'source_datasets:extended|other-nist', 'language:en', 'license:mit', 'region:us'], 'class': 'golden'}
91
argilla/oasst_response_quality
null
null
{'likes': 0, 'downloads': 24164, 'tags': ['size_categories:1K<n<10K', 'rlfh', 'argilla', 'human-feedback', 'region:us'], 'class': 'golden'}
92
GEM/wiki_lingua
null
null
{'likes': 36, 'downloads': 23834, 'tags': ['task_categories:summarization', 'annotations_creators:none', 'language_creators:unknown', 'multilinguality:multilingual', 'size_categories:unknown', 'source_datasets:original', 'language:ar', 'language:cs', 'language:de', 'language:en', 'language:es', 'language:fr', 'language:hi', 'language:id', 'language:it', 'language:ja', 'language:ko', 'language:nl', 'language:pt', 'language:ru', 'language:th', 'language:tr', 'language:vi', 'language:zh', 'license:cc-by-nc-sa-3.0', 'region:us'], 'class': 'golden'}
93
social_i_qa
null
null
{'likes': 4, 'downloads': 23831, 'tags': ['language:en', 'region:us'], 'class': 'golden'}
94
race
https://arxiv.org/abs/1704.04683
null
{'likes': 24, 'downloads': 23207, 'tags': ['task_categories:multiple-choice', 'task_ids:multiple-choice-qa', 'annotations_creators:expert-generated', 'language_creators:found', 'multilinguality:monolingual', 'size_categories:10K<n<100K', 'source_datasets:original', 'language:en', 'license:other', 'arxiv:1704.04683', 'region:us'], 'class': 'golden'}
95
anli
https://arxiv.org/abs/1910.14599
https://github.com/facebookresearch/anli/
{'likes': 22, 'downloads': 23165, 'tags': ['task_categories:text-classification', 'task_ids:natural-language-inference', 'task_ids:multi-input-text-classification', 'annotations_creators:crowdsourced', 'annotations_creators:machine-generated', 'language_creators:found', 'multilinguality:monolingual', 'size_categories:100K<n<1M', 'source_datasets:original', 'source_datasets:extended|hotpot_qa', 'language:en', 'license:cc-by-nc-4.0', 'arxiv:1910.14599', 'region:us'], 'class': 'golden'}
96
multimodalart/facesyntheticsspigacaptioned
null
null
{'likes': 12, 'downloads': 22885, 'tags': ['region:us'], 'class': 'no_des'}
97
wmt16
null
null
{'likes': 12, 'downloads': 21739, 'tags': ['task_categories:translation', 'annotations_creators:no-annotation', 'language_creators:found', 'multilinguality:translation', 'size_categories:10M<n<100M', 'source_datasets:extended|europarl_bilingual', 'source_datasets:extended|news_commentary', 'source_datasets:extended|setimes', 'source_datasets:extended|un_multi', 'language:cs', 'language:de', 'language:en', 'language:fi', 'language:ro', 'language:ru', 'language:tr', 'license:unknown', 'region:us'], 'class': 'golden'}
98
google/fleurs
https://arxiv.org/abs/2205.12446
null
{'likes': 103, 'downloads': 21589, 'tags': ['task_categories:automatic-speech-recognition', 'annotations_creators:expert-generated', 'annotations_creators:crowdsourced', 'annotations_creators:machine-generated', 'language_creators:crowdsourced', 'language_creators:expert-generated', 'multilinguality:multilingual', 'size_categories:10K<n<100K', 'language:afr', 'language:amh', 'language:ara', 'language:asm', 'language:ast', 'language:azj', 'language:bel', 'language:ben', 'language:bos', 'language:cat', 'language:ceb', 'language:cmn', 'language:ces', 'language:cym', 'language:dan', 'language:deu', 'language:ell', 'language:eng', 'language:spa', 'language:est', 'language:fas', 'language:ful', 'language:fin', 'language:tgl', 'language:fra', 'language:gle', 'language:glg', 'language:guj', 'language:hau', 'language:heb', 'language:hin', 'language:hrv', 'language:hun', 'language:hye', 'language:ind', 'language:ibo', 'language:isl', 'language:ita', 'language:jpn', 'language:jav', 'language:kat', 'language:kam', 'language:kea', 'language:kaz', 'language:khm', 'language:kan', 'language:kor', 'language:ckb', 'language:kir', 'language:ltz', 'language:lug', 'language:lin', 'language:lao', 'language:lit', 'language:luo', 'language:lav', 'language:mri', 'language:mkd', 'language:mal', 'language:mon', 'language:mar', 'language:msa', 'language:mlt', 'language:mya', 'language:nob', 'language:npi', 'language:nld', 'language:nso', 'language:nya', 'language:oci', 'language:orm', 'language:ory', 'language:pan', 'language:pol', 'language:pus', 'language:por', 'language:ron', 'language:rus', 'language:bul', 'language:snd', 'language:slk', 'language:slv', 'language:sna', 'language:som', 'language:srp', 'language:swe', 'language:swh', 'language:tam', 'language:tel', 'language:tgk', 'language:tha', 'language:tur', 'language:ukr', 'language:umb', 'language:urd', 'language:uzb', 'language:vie', 'language:wol', 'language:xho', 'language:yor', 'language:yue', 'language:zul', 'license:cc-by-4.0', 'speech-recognition', 'arxiv:2205.12446', 'arxiv:2106.03193', 'region:us'], 'class': 'golden'}
99
mosaicml/dolly_hhrlhf
null
null
{'likes': 87, 'downloads': 21559, 'tags': ['task_categories:text-generation', 'language:en', 'license:cc-by-sa-3.0', 'region:us'], 'class': 'no_des'}
End of preview. Expand in Dataset Viewer.

Automatic Generation of Model and Data Cards: A Step Towards Responsible AI

The work has been accepted to NAACL 2024 Oral.

Abstract: In an era of model and data proliferation in machine learning/AI especially marked by the rapid advancement of open-sourced technologies, there arises a critical need for standardized consistent documentation. Our work addresses the information incompleteness in current human-written model and data cards. We propose an automated generation approach using Large Language Models (LLMs). Our key contributions include the establishment of CardBench, a comprehensive dataset aggregated from over 4.8k model cards and 1.4k data cards, coupled with the development of the CardGen pipeline comprising a two-step retrieval process. Our approach exhibits enhanced completeness, objectivity, and faithfulness in generated model and data cards, a significant step in responsible AI documentation practices ensuring better accountability and traceability.

Paper Arxiv: https://arxiv.org/abs/2405.06258

ACL Anthology: https://aclanthology.org/2024.naacl-long.110/

Repository and Code: https://github.com/jiarui-liu/AutomatedModelCardGeneration

Dataset descriptions:

  • model_card_test.csv: Contains the test set used for model card generation. We collected the model cards and data cards from the HuggingFace page as of October 1, 2023.
  • model_card_whole.csv: Represents the complete dataset excluding the test set.
  • data_card_whole.csv: Represents the complete dataset for data card generation.
  • Additional files: Other included files may be useful for reproducing our work.

Disclaimer: Please forgive me for not creating this data card as described in our paper. We promise to give it some extra love and polish when we have more time! 🫠

Citation: If you find our work useful, please cite as follows :)

@inproceedings{liu-etal-2024-automatic,
    title = "Automatic Generation of Model and Data Cards: A Step Towards Responsible {AI}",
    author = "Liu, Jiarui  and
      Li, Wenkai  and
      Jin, Zhijing  and
      Diab, Mona",
    editor = "Duh, Kevin  and
      Gomez, Helena  and
      Bethard, Steven",
    booktitle = "Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.naacl-long.110",
    doi = "10.18653/v1/2024.naacl-long.110",
    pages = "1975--1997",
    abstract = "In an era of model and data proliferation in machine learning/AI especially marked by the rapid advancement of open-sourced technologies, there arises a critical need for standardized consistent documentation. Our work addresses the information incompleteness in current human-written model and data cards. We propose an automated generation approach using Large Language Models (LLMs). Our key contributions include the establishment of CardBench, a comprehensive dataset aggregated from over 4.8k model cards and 1.4k data cards, coupled with the development of the CardGen pipeline comprising a two-step retrieval process. Our approach exhibits enhanced completeness, objectivity, and faithfulness in generated model and data cards, a significant step in responsible AI documentation practices ensuring better accountability and traceability.",
}
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