Embedding Model Datasets

sentence-transformers 's Collections

Parallel Sentences Datasets

MS MARCO Mined Triplets

updated Jul 3

A curated subset of the datasets that work out of the box with Sentence Transformers: https://huggingface.co./datasets?other=sentence-transformers

Upvote

sentence-transformers/gooaq

Viewer • Updated Apr 30 • 3.01M • 218 • 11
sentence-transformers/yahoo-answers

Viewer • Updated Apr 30 • 3.14M • 235 • 3
sentence-transformers/msmarco-msmarco-distilbert-base-tas-b

Viewer • Updated May 15 • 86.3M • 480 • 4
sentence-transformers/msmarco-msmarco-distilbert-base-v3

Viewer • Updated May 15 • 88.9M • 413 • 2
sentence-transformers/msmarco-msmarco-MiniLM-L-6-v3

Viewer • Updated May 15 • 80.6M • 475 • 1
sentence-transformers/msmarco-distilbert-margin-mse-cls-dot-v2

Viewer • Updated May 15 • 80.4M • 346
sentence-transformers/msmarco-distilbert-margin-mse-cls-dot-v1

Viewer • Updated May 15 • 80.8M • 1.14k
sentence-transformers/msmarco-distilbert-margin-mse-mean-dot-v1

Viewer • Updated May 15 • 80.5M • 234
sentence-transformers/msmarco-mpnet-margin-mse-mean-v1

Viewer • Updated May 15 • 79.3M • 832
sentence-transformers/msmarco-co-condenser-margin-mse-cls-v1

Viewer • Updated May 15 • 78.9M • 238
sentence-transformers/msmarco-distilbert-margin-mse-mnrl-mean-v1

Viewer • Updated May 15 • 79.6M • 286
sentence-transformers/msmarco-distilbert-margin-mse-sym-mnrl-mean-v1

Viewer • Updated May 15 • 79.5M • 176 • 1
sentence-transformers/msmarco-distilbert-margin-mse-sym-mnrl-mean-v2

Viewer • Updated May 6 • 79.5M • 343
sentence-transformers/msmarco-co-condenser-margin-mse-sym-mnrl-mean-v1

Viewer • Updated May 15 • 78.6M • 302 • 3
sentence-transformers/msmarco-bm25

Viewer • Updated May 15 • 93.6M • 347 • 1
sentence-transformers/stackexchange-duplicates

Viewer • Updated Apr 30 • 806k • 185
sentence-transformers/eli5

Viewer • Updated Apr 30 • 325k • 405 • 6
sentence-transformers/squad

Viewer • Updated Apr 30 • 87.6k • 374 • 2
sentence-transformers/wikihow

Viewer • Updated Apr 30 • 129k • 340
sentence-transformers/amazon-reviews

Viewer • Updated Apr 30 • 87.9M • 276
sentence-transformers/natural-questions

Viewer • Updated Apr 30 • 100k • 488 • 4
sentence-transformers/amazon-qa

Viewer • Updated Apr 30 • 2.51M • 104
sentence-transformers/s2orc

Viewer • Updated May 6 • 132M • 1.17k • 3
sentence-transformers/quora-duplicates

Viewer • Updated May 1 • 3.45M • 618 • 1
sentence-transformers/wikianswers-duplicates

Viewer • Updated May 1 • 761M • 403 • 1
sentence-transformers/agnews

Viewer • Updated Apr 30 • 1.16M • 156 • 1
sentence-transformers/all-nli

Viewer • Updated May 15 • 2.86M • 3.17k • 24
sentence-transformers/stsb

Viewer • Updated Apr 25 • 8.63k • 3.91k • 9
sentence-transformers/npr

Viewer • Updated Apr 30 • 594k • 83 • 1
sentence-transformers/specter

Viewer • Updated Apr 30 • 1.06M • 82
sentence-transformers/simple-wiki

Viewer • Updated Apr 30 • 102k • 193 • 1
sentence-transformers/paq

Viewer • Updated May 1 • 64.4M • 320 • 1
sentence-transformers/altlex

Viewer • Updated Apr 30 • 113k • 225
sentence-transformers/ccnews

Viewer • Updated Apr 30 • 615k • 82
sentence-transformers/codesearchnet

Viewer • Updated Apr 30 • 1.38M • 85 • 2
sentence-transformers/sentence-compression

Viewer • Updated Apr 30 • 180k • 222 • 3
sentence-transformers/trivia-qa

Viewer • Updated Apr 30 • 73.3k • 52 • 5
sentence-transformers/flickr30k-captions

Viewer • Updated Apr 30 • 159k • 133
sentence-transformers/xsum

Viewer • Updated Apr 30 • 227k • 86
sentence-transformers/coco-captions

Viewer • Updated Apr 30 • 414k • 150 • 1
sentence-transformers/parallel-sentences-europarl

Viewer • Updated Jun 18 • 49.7M • 269
sentence-transformers/parallel-sentences-global-voices

Viewer • Updated Jun 18 • 2.2M • 216
sentence-transformers/parallel-sentences-muse

Viewer • Updated Jun 18 • 1.37M • 49
sentence-transformers/parallel-sentences-jw300

Viewer • Updated Jun 18 • 91.7M • 455 • 4
sentence-transformers/parallel-sentences-news-commentary

Viewer • Updated Jun 18 • 1.94M • 130 • 2
sentence-transformers/parallel-sentences-talks

Viewer • Updated Jun 18 • 19.6M • 1.25k • 9
sentence-transformers/parallel-sentences-tatoeba

Viewer • Updated Jun 18 • 8.35M • 544
sentence-transformers/parallel-sentences-wikimatrix

Viewer • Updated Jun 18 • 19.5M • 336 • 1
sentence-transformers/parallel-sentences-wikititles

Viewer • Updated Jun 18 • 14.7M • 59
sentence-transformers/parallel-sentences-opus-100

Viewer • Updated Jul 9 • 55M • 1.44k • 1
bclavie/msmarco-10m-triplets

Viewer • Updated May 21 • 10M • 81 • 3
intfloat/multilingual_cc_news

Viewer • Updated Apr 23, 2023 • 56.3M • 2.48k • 17
nthakur/swim-ir-monolingual

Viewer • Updated Apr 28 • 3.17M • 252 • 6
sentence-transformers/nli-for-simcse

Viewer • Updated Jun 18 • 2.47M • 87 • 2
sentence-transformers/dureader

Viewer • Updated Jun 18 • 3.36M • 167 • 1
sentence-transformers/hotpotqa

Viewer • Updated Jun 18 • 3.64M • 219
sentence-transformers/cmedqa-v2

Viewer • Updated Jun 19 • 128M • 302
sentence-transformers/coliee

Viewer • Updated Jun 19 • 10.2k • 105
sentence-transformers/law-gpt

Viewer • Updated Jun 19 • 11k • 77 • 8
sentence-transformers/lecard-v2

Viewer • Updated Jun 19 • 13k • 80
sentence-transformers/pubmedqa

Viewer • Updated Jun 19 • 35.4k • 99 • 1
sentence-transformers/miracl

Viewer • Updated Jun 20 • 8.95M • 1.17k • 2
sentence-transformers/mldr

Viewer • Updated Jun 19 • 912k • 3.07k • 3
sentence-transformers/mr-tydi

Viewer • Updated Jun 20 • 5.01M • 868
sentence-transformers/t2ranking

Viewer • Updated Jun 20 • 5.53M • 118
sentence-transformers/trivia-qa-triplet

Viewer • Updated Jun 21 • 52.9M • 368 • 5
jinaai/negation-dataset

Viewer • Updated Nov 8, 2023 • 10.5k • 247 • 14

Upvote

Collection guide
Browse collections