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Tasks

Question Answering

Table Question Answering

Text Classification

Text Generation

Text2Text Generation

Token Classification

Zero-Shot Classification

Sentence Similarity

Libraries

PyTorch TensorFlow JAX

Datasets

wikipedia common_voice bookcorpus glue squad dcep europarl jrc-acquis conll2003 oscar

Languages

en es fr de zh sv fi ja

Licenses

apache-2.0 mit cc-by-4.0

Other

AutoNLP Compatible Infinity Compatible Trained with AutoNLP Carbon Emissions dpr

Models

47

Active filters: dpr

facebook/dpr-ctx_encoder-single-nq-base

Updated Nov 25, 2020 • 211k • 2

facebook/dpr-question_encoder-single-nq-base

Feature Extraction

• Updated Nov 25, 2020 • 208k • 1

facebook/dpr-reader-single-nq-base

Updated Nov 25, 2020 • 63.9k • 1

sebastian-hofstaetter/distilbert-dot-tas_b-b256-msmarco

Feature Extraction

• Updated Apr 15, 2021 • 31.8k • 5

voidful/dpr-ctx_encoder-bert-base-multilingual

Updated Feb 21, 2021 • 21.1k • 4

deepset/bert-small-mm_retrieval-question_encoder

Feature Extraction

• Updated Oct 19, 2021 • 13.6k

deepset/bert-small-mm_retrieval-passage_encoder

Updated Oct 19, 2021 • 13.6k

deepset/bert-small-mm_retrieval-table_encoder

Updated Oct 19, 2021 • 13.5k

deepset/gbert-base-germandpr-question_encoder

Feature Extraction

• Updated Oct 21, 2021 • 3.91k • 5

soheeyang/rdr-ctx_encoder-single-nq-base

Updated Apr 15, 2021 • 3.68k

soheeyang/rdr-question_encoder-single-nq-base

Feature Extraction

• Updated Apr 15, 2021 • 3.51k

deepset/gbert-base-germandpr-ctx_encoder

Updated Oct 21, 2021 • 3.37k • 5

facebook/dpr-question_encoder-multiset-base

Feature Extraction

• Updated Nov 25, 2020 • 2.67k

voidful/dpr-question_encoder-bert-base-multilingual

Feature Extraction

• Updated Feb 21, 2021 • 2.65k • 2

facebook/dpr-ctx_encoder-multiset-base

Updated Nov 25, 2020 • 2.58k

castorini/ance-dpr-question-multi

Feature Extraction

• Updated Apr 21, 2021 • 712

sivasankalpp/dpr-multidoc2dial-structure-question-encoder

Feature Extraction

• Updated Nov 10, 2021 • 435

healx/biomedical-dpr-qry-encoder

Feature Extraction

• Updated Nov 11, 2021 • 298

healx/biomedical-dpr-ctx-encoder

Updated Nov 11, 2021 • 276

sivasankalpp/dpr-multidoc2dial-token-question-encoder

Feature Extraction

• Updated Nov 10, 2021 • 227

sebastian-hofstaetter/colbert-distilbert-margin_mse-T2-msmarco

Updated Mar 18, 2021 • 221 • 3

sivasankalpp/dpr-multidoc2dial-structure-ctx-encoder

Updated Nov 10, 2021 • 216

sebastian-hofstaetter/distilbert-dot-margin_mse-T2-msmarco

Feature Extraction

• Updated Mar 16, 2021 • 131 • 1

facebook/dpr-reader-multiset-base

Updated Nov 25, 2020 • 95

nlpconnect/dpr-ctx_encoder_bert_uncased_L-2_H-128_A-2

Feature Extraction

• Updated 29 days ago • 79

sivasankalpp/dpr-multidoc2dial-token-ctx-encoder

Updated Nov 10, 2021 • 69

vblagoje/dpr-question_encoder-single-lfqa-wiki

Updated 9 days ago • 57

castorini/mdpr-passage-nq

Updated Aug 20, 2021 • 50

nlpconnect/dpr-question_encoder_bert_uncased_L-2_H-128_A-2

Feature Extraction

• Updated 29 days ago • 49

diarsabri/LaDPR-context-encoder

Feature Extraction

• Updated May 5, 2021 • 47