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 11 days ago

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

Qwen/Qwen3-Reranker-8B

Text Ranking • 8B • Updated Apr 16 • 331k • 254
Qwen/Qwen3-Reranker-4B

Text Ranking • 4B • Updated Apr 16 • 2.7M • 151
Qwen/Qwen3-Reranker-0.6B

Text Ranking • 0.6B • Updated Apr 16 • 2.73M • 387
Qwen/Qwen3-VL-Embedding-8B

Sentence Similarity • 8B • Updated Apr 16 • 2.13M • 468
Qwen/Qwen3-VL-Embedding-2B

Sentence Similarity • 2B • Updated Apr 16 • 1.03M • 438
Qwen/Qwen3-VL-Reranker-8B

Text Ranking • 9B • Updated Apr 16 • 116k • 161
Qwen/Qwen3-VL-Reranker-2B

Text Ranking • 2B • Updated Apr 16 • 617k • 212
nvidia/llama-nemotron-embed-vl-1b-v2

Sentence Similarity • 2B • Updated Jul 7 • 73k • 96
nvidia/llama-nemotron-rerank-vl-1b-v2

Text Ranking • 2B • Updated May 20 • 112k • 57
nvidia/omni-embed-nemotron-3b

Sentence Similarity • 5B • Updated May 6 • 17.6k • 128
jinaai/jina-clip-v2

Feature Extraction • 0.9B • Updated Apr 8 • 417k • 342
jinaai/jina-clip-v1

Feature Extraction • 0.2B • Updated Apr 8 • 67.4k • 256
jinaai/jina-reranker-m0

Text Classification • 2B • Updated Apr 9 • 127k • 120
jinaai/jina-embeddings-v3

Feature Extraction • 0.6B • Updated Apr 8 • 2.99M • 1.15k
jinaai/jina-embeddings-v3-hf

Feature Extraction • 0.6B • Updated Apr 8 • 11k • 3
mixedbread-ai/mxbai-rerank-large-v2

Text Ranking • 2B • Updated Apr 8 • 72.2k • 145
mixedbread-ai/mxbai-rerank-base-v2

Text Ranking • 0.5B • Updated Apr 8 • 81.4k • 64
llamaindex/vdr-2b-v1

Image-Text-to-Text • 2B • Updated Apr 8 • 31 • 13
llamaindex/vdr-2b-multi-v1

Image-Text-to-Text • 2B • Updated Apr 8 • 11.6k • 128
BAAI/BGE-VL-large

Sentence Similarity • 0.4B • Updated Apr 10 • 2.25k • 25
BAAI/BGE-VL-base

Sentence Similarity • 0.1B • Updated Apr 10 • 2.33k • 34
BAAI/BGE-VL-MLLM-S2

Sentence Similarity • 8B • Updated Apr 10 • 257 • 17
BAAI/BGE-VL-MLLM-S1

Sentence Similarity • 8B • Updated Apr 10 • 250 • 23
jxm/cde-small-v2

Feature Extraction • 0.3B • Updated May 12, 2025 • 462 • 91

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

Feature Extraction • 0.3B • Updated May 13, 2025 • 147 • 284

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

Sentence Similarity • 8B • Updated Apr 14 • 44.1k • 33
LCO-Embedding/LCO-Embedding-Omni-3B

Feature Extraction • 5B • Updated May 13 • 14.7k • 16
LCO-Embedding/LCO-Embedding-Omni-7B

Feature Extraction • 9B • Updated May 13 • 667 • 27
BAAI/BGE-VL-v1.5-mmeb

Sentence Similarity • 8B • Updated Apr 10 • 3.48k • 13
BAAI/BGE-VL-v1.5-zs

Sentence Similarity • 8B • Updated Apr 10 • 183 • 9
BidirLM/BidirLM-Omni-2.5B-Embedding

Sentence Similarity • 2B • Updated May 12 • 556 • 45
Haon-Chen/e5-omni-3B

Visual Document Retrieval • 5B • Updated Apr 24 • 518 • 6
Haon-Chen/e5-omni-7B

Visual Document Retrieval • 9B • Updated Apr 24 • 36.9k • 9
Tevatron/OmniEmbed-v0.1

Visual Document Retrieval • Updated Apr 24 • 381 • 33
KaLM-Embedding/KaLM-Reranker-V1-Nano

Text Ranking • 0.8B • Updated 10 days ago • 622 • 9
KaLM-Embedding/KaLM-Reranker-V1-Small

Text Ranking • 2B • Updated 10 days ago • 352 • 5
KaLM-Embedding/KaLM-Reranker-V1-Large

Text Ranking • 8B • Updated 10 days ago • 172 • 5