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 • 968k • 248

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

Text Ranking • 4B • Updated Apr 16 • 2.21M • 146

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

Text Ranking • 0.6B • Updated Apr 16 • 2.58M • 375

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

Sentence Similarity • 8B • Updated Apr 16 • 1.41M • 454

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

Sentence Similarity • 2B • Updated Apr 16 • 1.31M • 429

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

Text Ranking • 9B • Updated Apr 16 • 247k • 155

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

Text Ranking • 2B • Updated Apr 16 • 351k • 201

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

Sentence Similarity • 2B • Updated 6 days ago • 127k • 92

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

Text Ranking • 2B • Updated May 20 • 109k • 54

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

Sentence Similarity • 5B • Updated May 6 • 4.2k • 126

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

Feature Extraction • 0.9B • Updated Apr 8 • 501k • 341

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

Feature Extraction • 0.2B • Updated Apr 8 • 67.3k • 256

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

Text Classification • 2B • Updated Apr 9 • 476k • 120

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

Feature Extraction • 0.6B • Updated Apr 8 • 3.05M • 1.15k

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

Feature Extraction • 0.6B • Updated Apr 8 • 3.46k • 3

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

Text Ranking • 2B • Updated Apr 8 • 48.7k • 142

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

Text Ranking • 0.5B • Updated Apr 8 • 128k • 64

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

Image-Text-to-Text • 2B • Updated Apr 8 • 24 • 13

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

Image-Text-to-Text • 2B • Updated Apr 8 • 5.17k • 127

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

Sentence Similarity • 0.4B • Updated Apr 10 • 3.2k • 23

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

Sentence Similarity • 0.1B • Updated Apr 10 • 2.67k • 31

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

Sentence Similarity • 8B • Updated Apr 10 • 84 • 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

Feature Extraction • 0.3B • Updated May 12, 2025 • 18.9k • 91

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

Feature Extraction • 0.3B • Updated May 13, 2025 • 142 • 284

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

Sentence Similarity • 8B • Updated Apr 14 • 52k • 33

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

Feature Extraction • 5B • Updated May 13 • 6.29k • 15

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

Feature Extraction • 9B • Updated May 13 • 1.14k • 26

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

Sentence Similarity • 8B • Updated Apr 10 • 35 • 12

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

Sentence Similarity • 8B • Updated Apr 10 • 69 • 9

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

Sentence Similarity • 2B • Updated May 12 • 835 • 45

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

Visual Document Retrieval • 5B • Updated Apr 24 • 288 • 6

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

Visual Document Retrieval • 9B • Updated Apr 24 • 36.4k • 8

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