nvidia/NV-Embed-v1
Updated
• 1.05k • 428
LLMs-EmbeddingModels
Select Embedding Models Collection.
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jinaai/jina-embeddings-v2-base-en
Feature Extraction • Updated • 200k • 732 -
nomic-ai/nomic-embed-text-v1.5
Sentence Similarity • 0.1B • Updated • 7.88M • 780 -
jxm/cde-small-v1
Feature Extraction • Updated • 145 • 284 -
Snowflake/snowflake-arctic-embed-m-v2.0
Sentence Similarity • 0.3B • Updated • 67.5k • 102 -
Snowflake/snowflake-arctic-embed-l-v2.0
Sentence Similarity • 0.6B • Updated • 801k • • 236 -
nomic-ai/modernbert-embed-base
Sentence Similarity • Updated • 321k • 227 -
Snowflake/snowflake-arctic-embed-m-v1.5
Sentence Similarity • 0.1B • Updated • 118k • 69 -
HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v1
Sentence Similarity • 0.5B • Updated • 265 • 33 -
HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v1.5
Sentence Similarity • Updated • 62.9k • 65 -
KaLM-Embedding: Superior Training Data Brings A Stronger Embedding Model
Paper • 2501.01028 • Published • 19 -
jxm/cde-small-v2
Feature Extraction • Updated • 26k • 90 -
Alibaba-NLP/gte-modernbert-base
Sentence Similarity • 0.1B • Updated • 216k • • 192 -
Alibaba-NLP/gte-reranker-modernbert-base
Text Ranking • 0.1B • Updated • 642k • 86 -
minishlab/potion-retrieval-32M
Updated • 76.5k • 27 -
minishlab/potion-base-32M
Updated • 125k • 24 -
BAAI/bge-base-en-v1.5
Feature Extraction • 0.1B • Updated • 5.09M • • 405 -
MTEB Arena
⚔116Display MTEB Arena interface
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minishlab/potion-base-8M
Updated • 965k • 76 -
Gemini Embedding: Generalizable Embeddings from Gemini
Paper • 2503.07891 • Published • 46 -
nomic-ai/nomic-embed-multimodal-7b
Visual Document Retrieval • Updated • 1.14k • 48 -
lightonai/GTE-ModernColBERT-v1
Sentence Similarity • Updated • 54.5k • 160 -
Qdrant/minicoil-v1
Sentence Similarity • Updated • 7.3k • 27 -
Qwen/Qwen3-Embedding-4B-GGUF
4B • Updated • 13.2k • 92 -
ibm-granite/granite-embedding-english-r2
Feature Extraction • 0.1B • Updated • 28.5k • 80 -
jina-embeddings-v5-text: Task-Targeted Embedding Distillation
Paper • 2602.15547 • Published • 26 -
jinaai/jina-embeddings-v5-text-small
Feature Extraction • Updated • 63k • 115 -
jinaai/jina-embeddings-v5-text-small-text-matching-mlx
Feature Extraction • Updated • 438 • 1 -
jinaai/jina-embeddings-v5-text-small-retrieval-GGUF
Sentence Similarity • 0.6B • Updated • 6.74k • 5 -
google/embeddinggemma-300m
Sentence Similarity • 0.3B • Updated • 2.01M • • 1.51k -
Qwen/Qwen3-Embedding-8B
Feature Extraction • 8B • Updated • 1.81M • • 609