nvidia/NV-Embed-v1
Updated • 1.83k • 428
LLMs-EmbeddingModels
Select Embedding Models Collection.
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jinaai/jina-embeddings-v2-base-en
Feature Extraction • 0.1B • Updated • 167k • 732 -
nomic-ai/nomic-embed-text-v1.5
Sentence Similarity • 0.1B • Updated • 9.95M • 782 -
jxm/cde-small-v1
Feature Extraction • Updated • 127 • 284 -
Snowflake/snowflake-arctic-embed-m-v2.0
Sentence Similarity • 0.3B • Updated • 99.7k • 103 -
Snowflake/snowflake-arctic-embed-l-v2.0
Sentence Similarity • 0.6B • Updated • 716k • • 236 -
nomic-ai/modernbert-embed-base
Sentence Similarity • Updated • 293k • 228 -
Snowflake/snowflake-arctic-embed-m-v1.5
Sentence Similarity • 0.1B • Updated • 127k • 70 -
HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v1
Sentence Similarity • 0.5B • Updated • 251 • 33 -
HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v1.5
Sentence Similarity • Updated • 1.67k • 64 -
KaLM-Embedding: Superior Training Data Brings A Stronger Embedding Model
Paper • 2501.01028 • Published • 19 -
jxm/cde-small-v2
Feature Extraction • Updated • 24.8k • 90 -
Alibaba-NLP/gte-modernbert-base
Sentence Similarity • 0.1B • Updated • 214k • • 193 -
Alibaba-NLP/gte-reranker-modernbert-base
Text Ranking • 0.1B • Updated • 747k • 87 -
minishlab/potion-retrieval-32M
Updated • 100k • 27 -
minishlab/potion-base-32M
Updated • 147k • 24 -
BAAI/bge-base-en-v1.5
Feature Extraction • 0.1B • Updated • 5.23M • • 407 -
MTEB Arena
⚔116Display MTEB Arena interface
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minishlab/potion-base-8M
Updated • 1.37M • 76 -
Gemini Embedding: Generalizable Embeddings from Gemini
Paper • 2503.07891 • Published • 46 -
nomic-ai/nomic-embed-multimodal-7b
Visual Document Retrieval • Updated • 3.03k • 48 -
lightonai/GTE-ModernColBERT-v1
Sentence Similarity • Updated • 62.3k • 166 -
Qdrant/minicoil-v1
Sentence Similarity • Updated • 30.6k • 27 -
Qwen/Qwen3-Embedding-4B-GGUF
4B • Updated • 14.6k • 93 -
ibm-granite/granite-embedding-english-r2
Feature Extraction • 0.1B • Updated • 26.3k • 80 -
jina-embeddings-v5-text: Task-Targeted Embedding Distillation
Paper • 2602.15547 • Published • 26 -
jinaai/jina-embeddings-v5-text-small
Feature Extraction • Updated • 112k • 123 -
jinaai/jina-embeddings-v5-text-small-text-matching-mlx
Feature Extraction • Updated • 378 • 1 -
jinaai/jina-embeddings-v5-text-small-retrieval-GGUF
Sentence Similarity • 0.6B • Updated • 2.95k • 6 -
google/embeddinggemma-300m
Sentence Similarity • 0.3B • Updated • 1.7M • • 1.54k -
Qwen/Qwen3-Embedding-8B
Feature Extraction • 8B • Updated • 1.52M • • 619