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Tasks

Image Classification

Image Segmentation

Automatic Speech Recognition

Token Classification

Sentence Similarity

Audio Classification

Question Answering

Zero-Shot Classification

Libraries

PyTorch TensorFlow JAX Transformers

Datasets

wikipedia common_voice squad glue bookcorpus emotion conll2003 xtreme

Languages

English Spanish French German Chinese Arabic Russian Japanese

Licenses

apache-2.0 mit afl-3.0

Other

AutoTrain Compatible Eval Results Carbon Emissions

Models

43,461

Active filters: transformers

bert-base-uncased

• Updated Jun 6 • 27.6M • 228

microsoft/deberta-base

Updated Jan 13 • 25.2M • 23

Jean-Baptiste/camembert-ner

Token Classification

• Updated Apr 4 • 19.7M • 12

gpt2

Text Generation

• Updated May 19, 2021 • 12.5M • 187

bert-base-cased

• Updated Sep 6, 2021 • 11.1M • 37

distilbert-base-uncased

• Updated May 31 • 10.3M • 73

SpanBERT/spanbert-large-cased

Updated May 19, 2021 • 8.38M • 5

roberta-base

• Updated Jul 6, 2021 • 8.17M • 47

xlm-roberta-base

• Updated Jun 6 • 5.89M • 47

deepset/xlm-roberta-base-squad2

Question Answering

• Updated 4 days ago • 5.43M • 11

distilroberta-base

• Updated 28 days ago • 5.25M • 26

distilbert-base-uncased-finetuned-sst-2-english

Text Classification

• Updated 3 days ago • 4.97M • 83

tals/albert-xlarge-vitaminc-mnli

Text Classification

• Updated 14 days ago • 4.28M

distilgpt2

Text Generation

• Updated 28 days ago • 4.25M • 78

deepset/roberta-base-squad2

Question Answering

• Updated 4 days ago • 3.87M • 100

bert-base-chinese

• Updated 28 days ago • 3.28M • 111

albert-base-v2

• Updated Aug 30, 2021 • 3.06M • 16

unitary/toxic-bert

Text Classification

• Updated Jun 7, 2021 • 2.32M • 18

roberta-large

• Updated May 21, 2021 • 2.24M • 42

bert-large-uncased

• Updated May 18, 2021 • 2.22M • 10

sentence-transformers/paraphrase-MiniLM-L6-v2

Sentence Similarity

• Updated Jun 15 • 2.1M • 19

t5-base

• Updated 28 days ago • 2.08M • 55

facebook/opt-125m

Text Generation

• Updated Jun 22 • 1.96M • 16

facebook/bart-large-mnli

Zero-Shot Classification

• Updated Aug 9, 2021 • 1.88M • 159

t5-small

• Updated 28 days ago • 1.86M • 24

microsoft/codebert-base

Feature Extraction

• Updated Feb 11 • 1.8M • 31

valhalla/t5-small-qa-qg-hl

Text2Text Generation

• Updated Jun 23, 2021 • 1.65M • 6

bert-base-multilingual-cased

• Updated 12 days ago • 1.58M • 45

DeepPavlov/rubert-base-cased-conversational

Feature Extraction

• Updated Nov 8, 2021 • 1.5M • 6

cardiffnlp/twitter-roberta-base-sentiment

Text Classification

• Updated Apr 6 • 1.47M • 58