Models

sentence-transformers/all-MiniLM-L6-v2

Sentence Similarity • 22.7M • Updated Mar 6, 2025 • 148M • • 4.37k

Octen/Octen-Embedding-8B

Sentence Similarity • 8B • Updated 7 days ago • 6.92k • 57

BAAI/bge-m3

Sentence Similarity • Updated Jul 3, 2024 • 9.8M • • 2.68k

Qwen/Qwen3-Embedding-0.6B

Feature Extraction • 0.6B • Updated Jun 20, 2025 • 2.01M • • 841

voyageai/voyage-4-nano

Feature Extraction • Updated 3 days ago • 16.5k • 41

intfloat/multilingual-e5-large

Feature Extraction • 0.6B • Updated Feb 17, 2025 • 3.17M • • 1.13k

google/embeddinggemma-300m

Sentence Similarity • 0.3B • Updated Sep 25, 2025 • 714k • • 1.43k

magibu/embeddingmagibu-200m

Sentence Similarity • 0.2B • Updated 6 days ago • 92 • 8

Qwen/Qwen3-Embedding-8B

Feature Extraction • 8B • Updated Jul 7, 2025 • 1.7M • • 543

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

Sentence Similarity • 31.9M • Updated Oct 17, 2025 • 44.4k • • 36

sentence-transformers/all-mpnet-base-v2

Sentence Similarity • 0.1B • Updated Aug 19, 2025 • 22.2M • • 1.23k

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

Sentence Similarity • 0.1B • Updated Mar 6, 2025 • 17.5M • • 1.11k

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

Sentence Similarity • 0.1B • Updated Jul 21, 2025 • 3.82M • 764

jinaai/jina-embeddings-v3

Feature Extraction • 0.6B • Updated Feb 24, 2025 • 4.96M • 1.13k

jinaai/jina-embeddings-v4

Visual Document Retrieval • 4B • Updated Sep 2, 2025 • 103k • 458

intfloat/multilingual-e5-small

Sentence Similarity • 0.1B • Updated Feb 17, 2025 • 1.73M • • 271

BAAI/bge-small-en-v1.5

Feature Extraction • 33.4M • Updated Feb 22, 2024 • 3.6M • • 401

BAAI/bge-reranker-v2-m3

Text Classification • 0.6B • Updated Jun 24, 2024 • 3.15M • • 865

MongoDB/mdbr-leaf-ir

Sentence Similarity • 22.6M • Updated Sep 29, 2025 • 16.5k • • 55

nvidia/llama-embed-nemotron-8b

Feature Extraction • 8B • Updated 14 days ago • 396k • 125

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

Sentence Similarity • 12B • Updated Nov 19, 2025 • 5.05k • 63

intfloat/e5-mistral-7b-instruct

Feature Extraction • 7B • Updated Apr 23, 2024 • 103k • • 557

nvidia/NV-Embed-v2

Feature Extraction • 8B • Updated Jul 21, 2025 • 54.8k • 501

jinaai/jina-clip-v2

Feature Extraction • 0.9B • Updated Apr 28, 2025 • 52.6k • 308

sergeyzh/BERTA

Sentence Similarity • 0.1B • Updated Mar 10, 2025 • 10.4k • • 31

lightonai/GTE-ModernColBERT-v1

Sentence Similarity • 0.1B • Updated 5 days ago • 7.99k • • 149

Qwen/Qwen3-Embedding-4B

Feature Extraction • 4B • Updated Jun 20, 2025 • 363k • 211

mixedbread-ai/mxbai-edge-colbert-v0-17m

Sentence Similarity • 16.8M • Updated Oct 17, 2025 • 383k • • 30

LiquidAI/LFM2-ColBERT-350M

Sentence Similarity • 0.4B • Updated Dec 5, 2025 • 1.51k • 124

Basar2004/turkish-sentence-encoder

Sentence Similarity • Updated 6 days ago • 36 • 3