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Tasks

Question Answering

Table Question Answering

Text Classification

Text Generation

Text2Text Generation

Token Classification

Zero-Shot Classification

Sentence Similarity

Feature Extraction

Automatic Speech Recognition

Audio Source Separation

Voice Activity Detection

Image Classification

Object Detection

Image Segmentation

Libraries

PyTorch TensorFlow JAX Transformers TensorBoard Sentence Transformers ESPnet Rust spaCy Flair speechbrain Asteroid TF SavedModel TensorFlowTTS Joblib TF Lite Pyannote Adapter Transformers Timm Scikit-learn ONNX allennlp

Datasets

wikipedia common_voice conll2003 dcep europarl jrc-acquis squad oscar bookcorpus CLUECorpusSmall c4 jsut parsinlu cnn_dailymail squad_v2 glue librispeech_asr mc4 vctk xsum imagenet ljspeech librispeech jrc-acquis Commonlit-Readibility gigaword natural_questions PropBank.Br SemClinBr multi_nli OSIAN 1.5B Arabic Corpus mnli csmsc ontonotes imagenet-21k samsum OSCAR Arabic Unshuffled brWaC xnli openslr code_search_net wikisql blended_skill_talk mustc arabic_billion_words CoNLL-2012 twitter openwebtext qqp sep_clean xtreme wmt19 coco snli libritts covost2 Indo4B open_subtitles lince enh_single mlsum imdb emotion OPUS common_crawl oscar (NL) dbrd lassy-ud europarl-mono conll2002 sep_noisy race ai-soco cc100 OpenLegalData msr_sqa tab_fact wtq ms_marco Libri1Mix opus100 ag_news OpenSLR squad2 arabic_speech_corpus apps WebNLG Dart trivia_qa fever wmt16 the Pile piaf Libri2Mix Libri3Mix NST Swedish ASR Database openbookqa DAGW scientific_papers msmarco PubMed wsj0_2mix aishell libri-light flaubert web_questions quoref docred gap winograd_wsc winogender biomedical literature from Scielo and Pubmed Farasa SAIL 2017 commonvoice sst-2 persian_qa klue lener_br dindebat.dk hestenettet.dk danish OpenSubtitles indonlu ComVE id_liputan6 commonsense_qa kowiki news mls FQuAD SQuAD-FR go_emotions wiki_dpr cc_news wiki_split common_gen interspeech_2021_asr dihard array of dataset identifiers wham superb Universal Dependencies MLSUM aesdd wiki-mk Wikipedia tydiqa DRCD LJSpeech commonsenseqa arc voxceleb dialogue pib ic3 igc cola ax mrpc qnli rte sst2 stsb wnli reddit singapore, malaysia hardwarezone bne masakhaner hatexplain fquad ccnews-titles-es mlsum - es MS MARCO document ranking tweets_hate_speech_detection opusbook CSS10 NSC2018 BFD mlqa sts STSbenchmark yelp_polarity IndicNLP AI4Bharat IndicNLP Corpora wsj_markets scancode-rules trec Twitter IndianPolitics MIMIC-III pubmed id_newspapers_2018 Indonesian Wikipedia parlament_parla wit mscoco-it germeval_14 Wikihow vivos stsb_multi_mt timit_asr spgispeech librimix reverb wsj conll2000 wmt14 wikipedia-turkish tapaco quora MNLI cetuc lapsbm voxforge ShEMO shemo wili_2018 time-mk-news-2010-2015 wiki-sr wer LibriMix large_spanish_corpus muchocine break_data fairface TQUAD indosum wikiann-conll2003 wikiann arcd mulit_nli Urbansound8k Voicebank DEMAND WHAMR! Baker KSS Thorsten anli NQ Trivia SQuAD MLQA sick legal_ES temu_legal arxiv_dataset common_voice, infore_25h Oscar Corpus, News, Stories augmented_codesearchnet pytorrent DKHate - OffensEval2020 Wsj0MixVar BanglaLM dataset ai2_arc cc-news-es CoNLL-2002 XSUM Gigaword HARD-Arabic-Dataset tweet_qa JW300 iapp-wiki-qa-dataset XQuAD Uniref100 UniRef50 legal entity recognition VoxLingua107 cnndm Finnish parliament session 2 100GB Chinese corpus covid_qa_deepset kazakh_speech_corpus Arabic poetry from several eras Arabic Wikipedia custom danish dataset SciDocs ALFFA,Gamayun & IWSLT BC5CDR-chemicals BC4CHEMD BC5CDR-diseases ncbi_disease JNLPBA BC2GM boolq tweets scim nadi common_voice mn RuTweetCorp RuReviews RuSentiment COCA fon_dataset kgr10 Tesserae Phi5 Thomas Aquinas BembaSpeech algebra_linear_1d algebra_linear_1d_composed measurement_time numbers_gcd triviaqa wiki_lingua swiss_text_2019 OpenSLR 77 Arabic Poetry Dataset (6th - 21st century) zeroth_korean laborotv gigaspeech mini-an4 chime4 dirha_wsj hkust mini_an4 timit csj dns_ins20 libri_light switchboard fisher DaNE legal mC4 Dutch_news sail big_patent discofuse custom-book-corpus movies DAMP-VSEP Indic TTS Malayalam Speech Corpus Openslr Malayalam Speech Corpus SMC Malayalam Speech Corpus IIIT-H Indic Speech Databases jigsaw 220M words (IndoWiki, IndoWC, News) google cord19 renet yahoo-answers larazonpublico es tatoeba setimes SemCor3.0 AI4D-Africa - Yorùbá Machine Translation Challenge AI4D Baamtu Datamation - Automatic Speech Recognition in WOLOF coqa L3CubeMahaSent tedx SUC 3.0 emo scitldr sqa parsinlu_reading_comprehension malromur wiki-sh wiki-bs blaze-koneski-poetry wiki-gr wiki-hr wiki-sl marefa-mt Marefa-NER CORD-19 4Dialects MADAR CSCS AQMAR ANERcorp libri1mix squad_v1_pt sms_spam pausx codexglue bible_para event2Mind qasc quarel quartz squad_es Squad XQuad Tydiqa CC-aligned quotes-500K food101 image_folder cifar10 Icelandic portion of the OSCAR corpus from INRIA IndicGlue Oscar funsd drop LibriTTS mgb5 bioASQ Spotify Podcasts Dataset TACDataset hellaswag ami voxconverse google_wellformed_query xquad rick_and_morty CommonCrawl openslr_hindi urdu-text-news indic tts iiith arxiv google speech commands WHAM! WSJ0-2Mix WSJ0-3Mix Fluent Speech Commands Timers and Such Wikipedia (Hindi, Sanskrit, Gujarati) Quora MSR Google-PAWS baker kss cornell_movie_dialogue squad-v1 wikimovies Interspeech 2021 imagenet_21k squad_v1 NST Estonian ASR Database Japanese accent dataset webqa dureader xsum_nl eli5 multi_nli_mismatch

Languages

en es fr de sv fi zh ru ar ja pt it fa id nl tr da uk eo pl ro he el no bg ca ko cs lt hi vi et is bn af hu sl ms hr tl mk mr rw ht mt ig lg yo si lv gl sg eu gu ur sn ee ts ln ny xh or ha as mn jv ta rn nb th fy ti be ga ty to sm am sw fj te nn lb yi sq tn ka br cy fo co wa mh sk st wo zu kg hy an rm oc tw bi gv ml se lu su dv km so gd kn ps os sr kw ho mg tt az sc cv ve ne tk mi ba sh ch lo na my ky bs sa io ab ce kl bo pa vn kk kj gn nv ng om ss ia la py Go kr nr al gr ks sd ku tg ug uz

Licenses

apache-2.0 mit cc-by-4.0 cc-by-sa-3.0 cc-by-nc-4.0 cc-by-sa-4.0 apache 2.0 cc-by 4.0 gpl-3.0 cc by-nc-sa 4.0 cc0-1.0 license gnu-gpl-3.0 cc-by-nc-sa-3.0 public domain notice lgpl-lr cc-by-nc-sa 4.0 apache-2.0-license any valid license identifier apache license 2.0 attribution-sharealike 4.0 international apache cc-by-nc-sa-4.0 apache-2 cc0 mit license pddl gnu cc-by https://creativecommons.org/licenses/by-nc/4.0/ gnu gplv3 public domain

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