nvidia/NV-Embed-v1
Updated
• 1.14k • 428
LLMs-EmbeddingModels
Select Embedding Models Collection.
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jinaai/jina-embeddings-v2-base-en
Feature Extraction • Updated • 162k • 731 -
nomic-ai/nomic-embed-text-v1.5
Sentence Similarity • Updated • 5.13M • 778 -
jxm/cde-small-v1
Feature Extraction • Updated • 125 • 284 -
Snowflake/snowflake-arctic-embed-m-v2.0
Sentence Similarity • Updated • 77.1k • 102 -
Snowflake/snowflake-arctic-embed-l-v2.0
Sentence Similarity • Updated • 1.33M • 232 -
nomic-ai/modernbert-embed-base
Sentence Similarity • Updated • 314k • 226 -
Snowflake/snowflake-arctic-embed-m-v1.5
Sentence Similarity • 0.1B • Updated • 92.4k • 68 -
HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v1
Sentence Similarity • 0.5B • Updated • 238 • 33 -
HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v1.5
Sentence Similarity • Updated • 70.6k • 65 -
KaLM-Embedding: Superior Training Data Brings A Stronger Embedding Model
Paper • 2501.01028 • Published • 19 -
jxm/cde-small-v2
Feature Extraction • Updated • 25.9k • 86 -
Alibaba-NLP/gte-modernbert-base
Sentence Similarity • 0.1B • Updated • 71.9k • • 189 -
Alibaba-NLP/gte-reranker-modernbert-base
Text Ranking • 0.1B • Updated • 601k • 86 -
minishlab/potion-retrieval-32M
Updated • 47.8k • 27 -
minishlab/potion-base-32M
Updated • 95.8k • 24 -
BAAI/bge-base-en-v1.5
Feature Extraction • 0.1B • Updated • 5.09M • • 403 -
MTEB Arena
⚔116Display MTEB Arena interface
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minishlab/potion-base-8M
Updated • 589k • 75 -
Gemini Embedding: Generalizable Embeddings from Gemini
Paper • 2503.07891 • Published • 45 -
nomic-ai/nomic-embed-multimodal-7b
Visual Document Retrieval • Updated • 860 • 48 -
lightonai/GTE-ModernColBERT-v1
Sentence Similarity • Updated • 44.2k • 157 -
Qdrant/minicoil-v1
Sentence Similarity • Updated • 5.32k • 27 -
Qwen/Qwen3-Embedding-4B-GGUF
4B • Updated • 10.9k • 88 -
ibm-granite/granite-embedding-english-r2
Feature Extraction • 0.1B • Updated • 24.3k • 77 -
jina-embeddings-v5-text: Task-Targeted Embedding Distillation
Paper • 2602.15547 • Published • 24 -
jinaai/jina-embeddings-v5-text-small
Feature Extraction • Updated • 15k • 90 -
jinaai/jina-embeddings-v5-text-small-text-matching-mlx
Feature Extraction • Updated • 315 • 1 -
jinaai/jina-embeddings-v5-text-small-retrieval-GGUF
Sentence Similarity • 0.6B • Updated • 5.83k • 4 -
google/embeddinggemma-300m
Sentence Similarity • Updated • 2.05M • 1.49k -
Qwen/Qwen3-Embedding-8B
Feature Extraction • 8B • Updated • 1.87M • • 594