Models

sentence-transformers/all-MiniLM-L6-v2

Sentence Similarity • 22.7M • Updated Mar 6, 2025 • 142M • • 4.34k

Octen/Octen-Embedding-8B

Sentence Similarity • 8B • Updated 3 days ago • 5.98k • 25

Qwen/Qwen3-Embedding-8B

Feature Extraction • 8B • Updated Jul 7, 2025 • 1.59M • • 535

google/embeddinggemma-300m

Sentence Similarity • 0.3B • Updated Sep 25, 2025 • 579k • • 1.42k

Qwen/Qwen3-Embedding-0.6B

Feature Extraction • 0.6B • Updated Jun 20, 2025 • 2.11M • • 828

BAAI/bge-m3

Sentence Similarity • Updated Jul 3, 2024 • 8.55M • • 2.66k

MongoDB/mdbr-leaf-ir

Sentence Similarity • 22.6M • Updated Sep 29, 2025 • 16.2k • • 48

Qwen/Qwen3-Embedding-4B

Feature Extraction • 4B • Updated Jun 20, 2025 • 416k • 208

BAAI/bge-reranker-v2-m3

Text Classification • 0.6B • Updated Jun 24, 2024 • 2.77M • • 862

nvidia/llama-embed-nemotron-8b

Feature Extraction • 8B • Updated 6 days ago • 466k • 121

sentence-transformers/all-mpnet-base-v2

Sentence Similarity • 0.1B • Updated Aug 19, 2025 • 21.8M • • 1.22k

intfloat/multilingual-e5-small

Sentence Similarity • 0.1B • Updated Feb 17, 2025 • 1.62M • • 266

intfloat/multilingual-e5-large

Feature Extraction • 0.6B • Updated Feb 17, 2025 • 2.96M • • 1.12k

nomic-ai/nomic-embed-text-v1.5

Sentence Similarity • 0.1B • Updated Jul 21, 2025 • 3.52M • 759

mixedbread-ai/mxbai-embed-large-v1

Feature Extraction • 0.3B • Updated Mar 13, 2025 • 1.54M • • 754

jinaai/jina-embeddings-v4

Visual Document Retrieval • 4B • Updated Sep 2, 2025 • 78.4k • 452

mixedbread-ai/mxbai-edge-colbert-v0-32m

Sentence Similarity • 31.9M • Updated Oct 17, 2025 • 41.4k • • 27

tencent/KaLM-Embedding-Gemma3-12B-2511

Sentence Similarity • 12B • Updated Nov 19, 2025 • 5.89k • 59

intfloat/multilingual-e5-base

Sentence Similarity • 0.3B • Updated Feb 17, 2025 • 1.78M • • 326

thenlper/gte-small

Sentence Similarity • 33.4M • Updated Nov 16, 2024 • 524k • • 179

intfloat/multilingual-e5-large-instruct

Feature Extraction • 0.6B • Updated Jul 10, 2025 • 1.21M • • 600

nvidia/llama-nemotron-embed-1b-v2

Feature Extraction • 1B • Updated Nov 26, 2025 • 21.7k • 32

Octen/Octen-Embedding-4B

Sentence Similarity • 4B • Updated 5 days ago • 979 • 6

cross-encoder/ms-marco-MiniLM-L12-v2

Text Ranking • 33.4M • Updated Aug 29, 2025 • 387k • 97

cross-encoder/ms-marco-TinyBERT-L2-v2

Text Ranking • 4.39M • Updated Aug 29, 2025 • 372k • 40

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

Sentence Similarity • 0.1B • Updated Mar 6, 2025 • 17.1M • • 1.1k

NeuML/pubmedbert-base-embeddings

Sentence Similarity • 0.1B • Updated Jun 26, 2025 • 106k • • 163

jinaai/jina-clip-v2

Feature Extraction • 0.9B • Updated Apr 28, 2025 • 43.6k • 305

gpustack/bge-m3-GGUF

Sentence Similarity • 0.6B • Updated Oct 31, 2024 • 2.9k • 17

LiquidAI/LFM2-ColBERT-350M

Sentence Similarity • 0.4B • Updated Dec 5, 2025 • 727 • 122