Sentence Transformers v5.4 integrations - a sentence-transformers Collection

sentence-transformers 's Collections

Sentence Transformers v5.4 integrations

Embedding Model Datasets

Parallel Sentences Datasets

MS MARCO Mined Triplets

NanoBEIR datasets

NanoBEIR 🍺with BM25 Rankings

Sentence Transformers v5.4 integrations

updated May 7

See https://huggingface.co/blog/multimodal-sentence-transformers

Qwen/Qwen3-Reranker-8B

Text Ranking • 8B • Updated Apr 16 • 1.09M • 238

Note Integration merged; no need to specify a revision
Qwen/Qwen3-Reranker-4B

Text Ranking • 4B • Updated Apr 16 • 1.25M • 143

Note Integration merged; no need to specify a revision
Qwen/Qwen3-Reranker-0.6B

Text Ranking • 0.6B • Updated Apr 16 • 1.33M • 365

Note Integration merged; no need to specify a revision
Qwen/Qwen3-VL-Embedding-8B

Sentence Similarity • 8B • Updated Apr 16 • 1.58M • 439

Note Integration merged; no need to specify a revision
Qwen/Qwen3-VL-Embedding-2B

Sentence Similarity • 2B • Updated Apr 16 • 1.03M • • 417

Note Integration merged; no need to specify a revision
Qwen/Qwen3-VL-Reranker-8B

Text Ranking • 9B • Updated Apr 16 • 643k • 152

Note Integration merged; no need to specify a revision
Qwen/Qwen3-VL-Reranker-2B

Text Ranking • 2B • Updated Apr 16 • 219k • 197

Note Integration merged; no need to specify a revision
nvidia/llama-nemotron-embed-vl-1b-v2

Sentence Similarity • 2B • Updated 16 days ago • 105k • 86

Note Integration merged; no need to specify a revision
nvidia/llama-nemotron-rerank-vl-1b-v2

Text Ranking • 2B • Updated 29 days ago • 109k • 52

Note Integration merged; no need to specify a revision
nvidia/omni-embed-nemotron-3b

Sentence Similarity • 5B • Updated May 6 • 7.18k • 125

Note Integration merged; no need to specify a revision
jinaai/jina-clip-v2

Feature Extraction • 0.9B • Updated Apr 8 • 63.8k • 334

Note Integration merged; no need to specify a revision
jinaai/jina-clip-v1

Feature Extraction • 0.2B • Updated Apr 8 • 37.6k • 256

Note Integration merged; no need to specify a revision
jinaai/jina-reranker-m0

Text Classification • 2B • Updated Apr 9 • 376k • 119

Note Integration merged; no need to specify a revision
jinaai/jina-embeddings-v3

Feature Extraction • 0.6B • Updated Apr 8 • 3.01M • 1.15k

Note Integration merged; no need to specify a revision
jinaai/jina-embeddings-v3-hf

Feature Extraction • 0.6B • Updated Apr 8 • 3.09k • 3

Note Integration merged; no need to specify a revision
mixedbread-ai/mxbai-rerank-large-v2

Text Ranking • 2B • Updated Apr 8 • 66k • 140

Note Integration merged; no need to specify a revision
mixedbread-ai/mxbai-rerank-base-v2

Text Ranking • 0.5B • Updated Apr 8 • 124k • 64

Note Integration merged; no need to specify a revision
llamaindex/vdr-2b-v1

Image-Text-to-Text • 2B • Updated Apr 8 • 9 • 13

Note Integration merged; no need to specify a revision
llamaindex/vdr-2b-multi-v1

Image-Text-to-Text • 2B • Updated Apr 8 • 734 • 128

Note Integration merged; no need to specify a revision
BAAI/BGE-VL-large

Sentence Similarity • 0.4B • Updated Apr 10 • 3.35k • 22

Note Integration merged; no need to specify a revision
BAAI/BGE-VL-base

Sentence Similarity • 0.1B • Updated Apr 10 • 1.14k • 28

Note Integration merged; no need to specify a revision
BAAI/BGE-VL-MLLM-S2

Sentence Similarity • 8B • Updated Apr 10 • 57 • 17

Note Integration merged; no need to specify a revision
BAAI/BGE-VL-MLLM-S1

Sentence Similarity • 8B • Updated Apr 10 • 71 • 23

Note Integration merged; no need to specify a revision
jxm/cde-small-v2

Image Feature Extraction • 0.3B • Updated May 12, 2025 • 23.2k • 91

Note revision="refs/pr/13"
jxm/cde-small-v1

Image Feature Extraction • 0.3B • Updated May 13, 2025 • 190 • 284

Note revision="refs/pr/9"
royokong/e5-v

Sentence Similarity • 8B • Updated Apr 14 • 58.6k • 33

Note Integration merged; no need to specify a revision
LCO-Embedding/LCO-Embedding-Omni-3B

Feature Extraction • 5B • Updated May 13 • 763 • 15

Note Integration merged; no need to specify a revision
LCO-Embedding/LCO-Embedding-Omni-7B

Feature Extraction • 9B • Updated May 13 • 932 • 25

Note Integration merged; no need to specify a revision
BAAI/BGE-VL-v1.5-mmeb

Sentence Similarity • 8B • Updated Apr 10 • 56 • 12

Note Integration merged; no need to specify a revision
BAAI/BGE-VL-v1.5-zs

Sentence Similarity • 8B • Updated Apr 10 • 54 • 9

Note Integration merged; no need to specify a revision
BidirLM/BidirLM-Omni-2.5B-Embedding

Sentence Similarity • 2B • Updated May 12 • 1.67k • 43

Note Integration merged; no need to specify a revision
Haon-Chen/e5-omni-3B

Visual Document Retrieval • 5B • Updated Apr 24 • 132 • 6

Note Integration merged; no need to specify a revision
Haon-Chen/e5-omni-7B

Visual Document Retrieval • 9B • Updated Apr 24 • 98.7k • 7

Note Integration merged; no need to specify a revision
Tevatron/OmniEmbed-v0.1

Visual Document Retrieval • Updated Apr 24 • 381 • 32

Note Integration merged; no need to specify a revision