Sentence Transformers

university

• 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.

Team members 1

models 113

Recently Updated
Alphabetical

sentence-transformers/all-mpnet-base-v2

Sentence Similarity

• Updated yesterday • 79.6k • 3

sentence-transformers/clip-ViT-B-32

Sentence Similarity

• Updated 15 days ago • 0

sentence-transformers/msmarco-bert-co-condensor

Sentence Similarity

• Updated Sep 24 • 45

sentence-transformers/msmarco-distilbert-cos-v5

Sentence Similarity

• Updated Sep 7 • 1.58k

sentence-transformers/msmarco-MiniLM-L12-cos-v5

Sentence Similarity

• Updated Sep 7 • 251

sentence-transformers/msmarco-MiniLM-L6-cos-v5

Sentence Similarity

• Updated Sep 7 • 275

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

Sentence Similarity

• Updated Sep 7 • 1.73k

sentence-transformers/msmarco-bert-base-dot-v5

Sentence Similarity

• Updated Sep 7 • 968

sentence-transformers/msmarco-distilbert-dot-v5

Sentence Similarity

• Updated Sep 7 • 2.59k

sentence-transformers/all-roberta-large-v1

Sentence Similarity

• Updated Aug 31 • 1.08k

sentence-transformers/paraphrase-distilroberta-base-v2

Sentence Similarity

• Updated Aug 31 • 339k • 1

sentence-transformers/all-mpnet-base-v1

Sentence Similarity

• Updated Aug 31 • 1.93k

sentence-transformers/paraphrase-mpnet-base-v2

Sentence Similarity

• Updated Aug 31 • 130k • 1

sentence-transformers/paraphrase-MiniLM-L12-v2

Sentence Similarity

• Updated Aug 30 • 7.37k • 1

sentence-transformers/paraphrase-MiniLM-L6-v2

Sentence Similarity

• Updated Aug 30 • 72.1k • 4

sentence-transformers/paraphrase-MiniLM-L3-v2

Sentence Similarity

• Updated Aug 30 • 6.63k • 1

sentence-transformers/all-MiniLM-L12-v2

Sentence Similarity

• Updated Aug 30 • 5.88k • 1

sentence-transformers/all-MiniLM-L12-v1

Sentence Similarity

• Updated Aug 30 • 933

sentence-transformers/all-MiniLM-L6-v2

Sentence Similarity

• Updated Aug 30 • 218k • 5

sentence-transformers/all-MiniLM-L6-v1

Sentence Similarity

• Updated Aug 30 • 295

sentence-transformers/all-distilroberta-v1

Sentence Similarity

• Updated Aug 30 • 6.85k • 1

sentence-transformers/multi-qa-mpnet-base-cos-v1

Sentence Similarity

• Updated Aug 24 • 1.54k

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

Sentence Similarity

• Updated Aug 23 • 1.23k • 2

sentence-transformers/multi-qa-mpnet-base-dot-v1

Sentence Similarity

• Updated Aug 23 • 5.26k

sentence-transformers/multi-qa-distilbert-cos-v1

Sentence Similarity

• Updated Aug 23 • 1.36k

sentence-transformers/multi-qa-MiniLM-L6-cos-v1

Sentence Similarity

• Updated Aug 23 • 4.85k

sentence-transformers/multi-qa-distilbert-dot-v1

Sentence Similarity

• Updated Aug 23 • 168

sentence-transformers/multi-qa-MiniLM-L6-dot-v1

Sentence Similarity

• Updated Aug 23 • 361

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

Sentence Similarity

• Updated Aug 5 • 7

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

Sentence Similarity

• Updated Aug 5 • 885

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

Sentence Similarity

• Updated Aug 5 • 679

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

Sentence Similarity

• Updated Aug 5 • 11

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

Sentence Similarity

• Updated Aug 5 • 20

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

Sentence Similarity

• Updated Aug 5 • 13.6k

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

Sentence Similarity

• Updated Aug 5 • 59

sentence-transformers/stsb-xlm-r-multilingual

Sentence Similarity

• Updated Aug 5 • 2.39k

sentence-transformers/stsb-roberta-large

Sentence Similarity

• Updated Aug 5 • 8.26k

sentence-transformers/stsb-roberta-base

Sentence Similarity

• Updated Aug 5 • 1.47k

sentence-transformers/stsb-roberta-base-v2

Sentence Similarity

• Updated Aug 5 • 2.38k

sentence-transformers/stsb-mpnet-base-v2

Sentence Similarity

• Updated Aug 5 • 4.12k

sentence-transformers/stsb-distilroberta-base-v2

Sentence Similarity

• Updated Aug 5 • 472

sentence-transformers/stsb-distilbert-base

Sentence Similarity

• Updated Aug 5 • 2.48k

sentence-transformers/stsb-bert-large

Sentence Similarity

• Updated Aug 5 • 140

sentence-transformers/stsb-bert-base

Sentence Similarity

• Updated Aug 5 • 1.42k

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

Sentence Similarity

• Updated Aug 5 • 2.4k

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

Sentence Similarity

• Updated Aug 5 • 154

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

Sentence Similarity

• Updated Aug 5 • 4.69k

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

Sentence Similarity

• Updated Aug 5 • 423

sentence-transformers/quora-distilbert-multilingual

Sentence Similarity

• Updated Aug 5 • 3.85k

sentence-transformers/quora-distilbert-base

Sentence Similarity

• Updated Aug 5 • 1.53k

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

Sentence Similarity

• Updated Aug 5 • 3.61M • 18

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

Sentence Similarity

• Updated Aug 5 • 59.7k • 3

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

Sentence Similarity

• Updated Aug 5 • 16.1k • 2

sentence-transformers/paraphrase-distilroberta-base-v1

Sentence Similarity

• Updated Aug 5 • 51.7k

sentence-transformers/paraphrase-albert-small-v2

Sentence Similarity

• Updated Aug 5 • 1.45k

sentence-transformers/paraphrase-albert-base-v2

Sentence Similarity

• Updated Aug 5 • 16.9k

sentence-transformers/paraphrase-TinyBERT-L6-v2

Sentence Similarity

• Updated Aug 5 • 75.2k

sentence-transformers/nq-distilbert-base-v1

Sentence Similarity

• Updated Aug 5 • 494

sentence-transformers/nli-roberta-large

Sentence Similarity

• Updated Aug 5 • 665

sentence-transformers/nli-roberta-base

Sentence Similarity

• Updated Aug 5 • 17 • 1

sentence-transformers/nli-roberta-base-v2

Sentence Similarity

• Updated Aug 5 • 221

sentence-transformers/nli-mpnet-base-v2

Sentence Similarity

• Updated Aug 5 • 5.77k

sentence-transformers/nli-distilroberta-base-v2

Sentence Similarity

• Updated Aug 5 • 513

sentence-transformers/nli-distilbert-base

Sentence Similarity

• Updated Aug 5 • 22

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

Sentence Similarity

• Updated Aug 5 • 19

sentence-transformers/nli-bert-large

Sentence Similarity

• Updated Aug 5 • 114

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

Sentence Similarity

• Updated Aug 5 • 37

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

Sentence Similarity

• Updated Aug 5 • 52

sentence-transformers/nli-bert-base

Sentence Similarity

• Updated Aug 5 • 91

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

Sentence Similarity

• Updated Aug 5 • 30

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

Sentence Similarity

• Updated Aug 5 • 41

sentence-transformers/msmarco-roberta-base-v3

Sentence Similarity

• Updated Aug 5 • 1.17k

sentence-transformers/msmarco-roberta-base-v2

Sentence Similarity

• Updated Aug 5 • 695

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

Sentence Similarity

• Updated Aug 5 • 69

sentence-transformers/msmarco-distilroberta-base-v2

Sentence Similarity

• Updated Aug 5 • 439

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

Sentence Similarity

• Updated Aug 5 • 108

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

Sentence Similarity

• Updated Aug 5 • 103

sentence-transformers/msmarco-distilbert-base-v4

Sentence Similarity

• Updated Aug 5 • 9.5k

sentence-transformers/msmarco-distilbert-base-v3

Sentence Similarity

• Updated Aug 5 • 13.2k

sentence-transformers/msmarco-distilbert-base-v2

Sentence Similarity

• Updated Aug 5 • 2.16k

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

Sentence Similarity

• Updated Aug 5 • 1.02k

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

Sentence Similarity

• Updated Aug 5 • 1.01k

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

Sentence Similarity

• Updated Aug 5 • 65

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

Sentence Similarity

• Updated Aug 5 • 361

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

Sentence Similarity

• Updated Aug 5 • 119

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

Sentence Similarity

• Updated Aug 5 • 480

sentence-transformers/distiluse-base-multilingual-cased

Sentence Similarity

• Updated Aug 5 • 11.7k

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

Sentence Similarity

• Updated Aug 5 • 9.1k • 3

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

Sentence Similarity

• Updated Aug 5 • 104k

sentence-transformers/distilroberta-base-paraphrase-v1

Sentence Similarity

• Updated Aug 5 • 1.12k

sentence-transformers/distilroberta-base-msmarco-v2

Sentence Similarity

• Updated Aug 5 • 1.43k

sentence-transformers/distilroberta-base-msmarco-v1

Sentence Similarity

• Updated Aug 5 • 19

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

Sentence Similarity

• Updated Aug 5 • 4.85k

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

Sentence Similarity

• Updated Aug 5 • 911

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

Sentence Similarity

• Updated Aug 5 • 56.3k • 1

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

Feature Extraction

• Updated Aug 5 • 32.8k

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

Feature Extraction

• Updated Aug 5 • 76

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

Sentence Similarity

• Updated Aug 5 • 457

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

Sentence Similarity

• Updated Aug 5 • 6.59k

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

Sentence Similarity

• Updated Aug 5 • 598

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

Sentence Similarity

• Updated Aug 5 • 41

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

Sentence Similarity

• Updated Aug 5 • 72

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

Sentence Similarity

• Updated Aug 5 • 1.85k

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

Sentence Similarity

• Updated Aug 5 • 2.92k

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

Sentence Similarity

• Updated Aug 5 • 165k • 2

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

Sentence Similarity

• Updated Aug 5 • 619

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

Sentence Similarity

• Updated Aug 5 • 2.11k

sentence-transformers/average_word_embeddings_levy_dependency

Sentence Similarity

• Updated Aug 5 • 0

sentence-transformers/average_word_embeddings_komninos

Sentence Similarity

• Updated Aug 5 • 0

sentence-transformers/average_word_embeddings_glove.840B.300d

Sentence Similarity

• Updated Aug 5 • 0

sentence-transformers/average_word_embeddings_glove.6B.300d

Sentence Similarity

• Updated Aug 5 • 0

sentence-transformers/allenai-specter

Sentence Similarity

• Updated Aug 5 • 2.25k

sentence-transformers/LaBSE

Sentence Similarity

• Updated Aug 5 • 55.6k • 3

datasets 4

sentence-transformers/reddit-title-body

sentence-transformers/embedding-training-data

sentence-transformers/msmarco-hard-negatives

sentence-transformers/parallel-sentences