Sentence Transformers

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• https://www.SBERT.net

Research interests

In the following you find models tuned to be used for sentence / text embedding generation. They can be used with the sentence-transformers package.

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models 93

sentence-transformers/LaBSE

Sentence Similarity

• Updated Jun 22 • 22.1k • 1

sentence-transformers/allenai-specter

Sentence Similarity

• Updated Jun 22 • 603

sentence-transformers/average_word_embeddings_glove.6B.300d

Sentence Similarity

• Updated Jun 22

sentence-transformers/average_word_embeddings_glove.840B.300d

Sentence Similarity

• Updated Jun 23

sentence-transformers/average_word_embeddings_komninos

Sentence Similarity

• Updated Jun 22

sentence-transformers/average_word_embeddings_levy_dependency

Sentence Similarity

• Updated Jun 22

sentence-transformers/bert-base-nli-cls-token

Sentence Similarity

• Updated Jun 29 • 1.4k

sentence-transformers/bert-base-nli-max-tokens

Sentence Similarity

• Updated Jun 29 • 419

sentence-transformers/bert-base-nli-mean-tokens

Sentence Similarity

• Updated Jun 29 • 55.6k

sentence-transformers/bert-base-nli-stsb-mean-tokens

Sentence Similarity

• Updated Jun 29 • 36.7k

sentence-transformers/bert-base-wikipedia-sections-mean-tokens

Sentence Similarity

• Updated Jun 29 • 2.66k

sentence-transformers/bert-large-nli-cls-token

Sentence Similarity

• Updated Jun 29 • 70

sentence-transformers/bert-large-nli-max-tokens

Sentence Similarity

• Updated Jun 29 • 251

sentence-transformers/bert-large-nli-mean-tokens

Sentence Similarity

• Updated Jun 29 • 878

sentence-transformers/bert-large-nli-stsb-mean-tokens

Sentence Similarity

• Updated Jun 29 • 443

sentence-transformers/clip-ViT-B-32-multilingual-v1

Sentence Similarity

• Updated Jun 22 • 499

sentence-transformers/clip-ViT-B-32

Sentence Similarity

• Updated Jun 22

sentence-transformers/distilbert-base-nli-max-tokens

Feature Extraction

• Updated Jun 29 • 20

sentence-transformers/distilbert-base-nli-mean-tokens

Feature Extraction

• Updated Jun 29 • 6.96k

sentence-transformers/distilbert-base-nli-stsb-mean-tokens

Sentence Similarity

• Updated Jun 29 • 46.7k

sentence-transformers/distilbert-base-nli-stsb-quora-ranking

Sentence Similarity

• Updated Jun 29 • 300

sentence-transformers/distilbert-multilingual-nli-stsb-quora-ranking

Sentence Similarity

• Updated Jun 22 • 2.99k

sentence-transformers/distilroberta-base-msmarco-v1

Sentence Similarity

• Updated Jun 29 • 112

sentence-transformers/distilroberta-base-msmarco-v2

Sentence Similarity

• Updated Jun 29 • 144

sentence-transformers/distilroberta-base-paraphrase-v1

Sentence Similarity

• Updated Jun 24 • 432

sentence-transformers/distiluse-base-multilingual-cased-v1

Sentence Similarity

• Updated Jun 22 • 2.77k

sentence-transformers/distiluse-base-multilingual-cased-v2

Sentence Similarity

• Updated Jun 22 • 8.56k • 1

sentence-transformers/distiluse-base-multilingual-cased

Sentence Similarity

• Updated Jun 22 • 2.46k

sentence-transformers/facebook-dpr-ctx_encoder-multiset-base

Sentence Similarity

• Updated Jun 22 • 166

sentence-transformers/facebook-dpr-ctx_encoder-single-nq-base

Sentence Similarity

• Updated Jun 22 • 132

sentence-transformers/facebook-dpr-question_encoder-multiset-base

Sentence Similarity

• Updated Jun 22 • 133

sentence-transformers/facebook-dpr-question_encoder-single-nq-base

Sentence Similarity

• Updated Jun 22 • 154

sentence-transformers/msmarco-MiniLM-L-12-v3

Sentence Similarity

• Updated Jun 22 • 115

sentence-transformers/msmarco-MiniLM-L-6-v3

Sentence Similarity

• Updated Jun 22 • 687

sentence-transformers/msmarco-distilbert-base-dot-prod-v3

Sentence Similarity

• Updated Jun 22 • 906

sentence-transformers/msmarco-distilbert-base-tas-b

Sentence Similarity

• Updated Jun 22 • 1.05k

sentence-transformers/msmarco-distilbert-base-v2

Sentence Similarity

• Updated Jun 22 • 1.09k

sentence-transformers/msmarco-distilbert-base-v3

Sentence Similarity

• Updated Jun 22 • 2.97k

sentence-transformers/msmarco-distilbert-base-v4

Sentence Similarity

• Updated Jun 22 • 1.74k

sentence-transformers/msmarco-distilbert-multilingual-en-de-v2-tmp-lng-aligned

Sentence Similarity

• Updated Jun 22 • 149

sentence-transformers/msmarco-distilbert-multilingual-en-de-v2-tmp-trained-scratch

Sentence Similarity

• Updated Jun 22 • 90

sentence-transformers/msmarco-distilroberta-base-v2

Sentence Similarity

• Updated Jun 22 • 660

sentence-transformers/msmarco-roberta-base-ance-firstp

Sentence Similarity

• Updated Jun 22 • 325

sentence-transformers/msmarco-roberta-base-v2

Sentence Similarity

• Updated Jun 22 • 20k

sentence-transformers/msmarco-roberta-base-v3

Sentence Similarity

• Updated Jun 22 • 410

sentence-transformers/nli-bert-base-cls-pooling

Sentence Similarity

• Updated Jun 29 • 66

sentence-transformers/nli-bert-base-max-pooling

Sentence Similarity

• Updated Jun 29 • 74

sentence-transformers/nli-bert-base

Sentence Similarity

• Updated Jun 29 • 149

sentence-transformers/nli-bert-large-cls-pooling

Sentence Similarity

• Updated Jun 29 • 75

sentence-transformers/nli-bert-large-max-pooling

Sentence Similarity

• Updated Jun 29 • 80

sentence-transformers/nli-bert-large

Sentence Similarity

• Updated Jun 29 • 100

sentence-transformers/nli-distilbert-base-max-pooling

Sentence Similarity

• Updated Jun 29 • 65

sentence-transformers/nli-distilbert-base

Sentence Similarity

• Updated Jun 29 • 107

sentence-transformers/nli-distilroberta-base-v2

Sentence Similarity

• Updated Jun 22 • 543

sentence-transformers/nli-mpnet-base-v2

Sentence Similarity

• Updated Jun 22 • 896

sentence-transformers/nli-roberta-base-v2

Sentence Similarity

• Updated Jun 22 • 817

sentence-transformers/nli-roberta-base

Sentence Similarity

• Updated Jun 29 • 208 • 1

sentence-transformers/nli-roberta-large

Sentence Similarity

• Updated Jun 29 • 600

sentence-transformers/nq-distilbert-base-v1

Sentence Similarity

• Updated Jun 22 • 696

sentence-transformers/paraphrase-MiniLM-L12-v2

Sentence Similarity

• Updated Jun 22 • 174k

sentence-transformers/paraphrase-MiniLM-L3-v2

Sentence Similarity

• Updated Jun 22 • 1.61k

sentence-transformers/paraphrase-MiniLM-L6-v2

Sentence Similarity

• Updated Jun 22 • 41.7k • 2

sentence-transformers/paraphrase-TinyBERT-L6-v2

Sentence Similarity

• Updated Jun 23 • 2.45k

sentence-transformers/paraphrase-albert-base-v2

Sentence Similarity

• Updated Jun 22 • 729

sentence-transformers/paraphrase-albert-small-v2

Sentence Similarity

• Updated Jun 22 • 596

sentence-transformers/paraphrase-distilroberta-base-v1

Sentence Similarity

• Updated Jun 22 • 10.4k

sentence-transformers/paraphrase-distilroberta-base-v2

Sentence Similarity

• Updated Jun 22 • 13.2k

sentence-transformers/paraphrase-mpnet-base-v2

Sentence Similarity

• Updated Jun 22 • 73.2k

sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2

Sentence Similarity

• Updated Jun 23 • 3.63k

sentence-transformers/paraphrase-multilingual-mpnet-base-v2

Sentence Similarity

• Updated Jun 23 • 6.06k

sentence-transformers/paraphrase-xlm-r-multilingual-v1

Sentence Similarity

• Updated Jun 23 • 2.59M • 2

sentence-transformers/quora-distilbert-base

Sentence Similarity

• Updated Jun 23 • 171

sentence-transformers/quora-distilbert-multilingual

Sentence Similarity

• Updated Jun 23 • 3.84k

sentence-transformers/roberta-base-nli-mean-tokens

Sentence Similarity

• Updated Jun 29 • 363

sentence-transformers/roberta-base-nli-stsb-mean-tokens

Sentence Similarity

• Updated Jun 29 • 3.03k

sentence-transformers/roberta-large-nli-mean-tokens

Sentence Similarity

• Updated Jun 29 • 123

sentence-transformers/roberta-large-nli-stsb-mean-tokens

Sentence Similarity

• Updated Jun 29 • 1.79k

sentence-transformers/stsb-bert-base

Sentence Similarity

• Updated Jun 29 • 643

sentence-transformers/stsb-bert-large

Sentence Similarity

• Updated Jun 29 • 179

sentence-transformers/stsb-distilbert-base

Sentence Similarity

• Updated Jun 29 • 2.36k

sentence-transformers/stsb-distilroberta-base-v2

Sentence Similarity

• Updated Jun 23 • 1.12k

sentence-transformers/stsb-mpnet-base-v2

Sentence Similarity

• Updated Jun 23 • 3.18k

sentence-transformers/stsb-roberta-base-v2

Sentence Similarity

• Updated Jun 23 • 1.24k

sentence-transformers/stsb-roberta-base

Sentence Similarity

• Updated Jun 29 • 614

sentence-transformers/stsb-roberta-large

Sentence Similarity

• Updated Jun 29 • 1.76k

sentence-transformers/stsb-xlm-r-multilingual

Sentence Similarity

• Updated Jun 23 • 5.94k

sentence-transformers/xlm-r-100langs-bert-base-nli-mean-tokens

Sentence Similarity

• Updated Jun 29 • 174

sentence-transformers/xlm-r-100langs-bert-base-nli-stsb-mean-tokens

Sentence Similarity

• Updated Jun 29 • 10.1k

sentence-transformers/xlm-r-base-en-ko-nli-ststb

Sentence Similarity

• Updated Jun 29 • 61

sentence-transformers/xlm-r-bert-base-nli-mean-tokens

Sentence Similarity

• Updated Jun 29 • 68

sentence-transformers/xlm-r-bert-base-nli-stsb-mean-tokens

Sentence Similarity

• Updated Jun 29 • 401

sentence-transformers/xlm-r-distilroberta-base-paraphrase-v1

Sentence Similarity

• Updated Jun 23 • 3.87k

sentence-transformers/xlm-r-large-en-ko-nli-ststb

Sentence Similarity

• Updated Jun 29 • 93

datasets

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