nvidia/NV-Embed-v1
8B • Updated • 4.35k • 429
LLMs-EmbeddingModels
Select Embedding Models Collection.
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jinaai/jina-embeddings-v2-base-en
Feature Extraction • 0.1B • Updated • 50.6k • 732 -
nomic-ai/nomic-embed-text-v1.5
Sentence Similarity • 0.1B • Updated • 17.3M • 835 -
jxm/cde-small-v1
Feature Extraction • 0.3B • Updated • 189 • 284 -
Snowflake/snowflake-arctic-embed-m-v2.0
Sentence Similarity • 0.3B • Updated • 161k • 106 -
Snowflake/snowflake-arctic-embed-l-v2.0
Sentence Similarity • 0.6B • Updated • 1.03M • • 246 -
nomic-ai/modernbert-embed-base
Sentence Similarity • 0.1B • Updated • 160k • 231 -
Snowflake/snowflake-arctic-embed-m-v1.5
Sentence Similarity • 0.1B • Updated • 536k • • 71 -
HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v1
Sentence Similarity • 0.5B • Updated • 333 • 33 -
HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v1.5
Sentence Similarity • 0.5B • Updated • 1.56k • • 66 -
KaLM-Embedding: Superior Training Data Brings A Stronger Embedding Model
Paper • 2501.01028 • Published • 19 -
jxm/cde-small-v2
Feature Extraction • 0.3B • Updated • 27.5k • 91 -
Alibaba-NLP/gte-modernbert-base
Sentence Similarity • 0.1B • Updated • 454k • • 196 -
Alibaba-NLP/gte-reranker-modernbert-base
Text Ranking • 0.1B • Updated • 1.52M • 96 -
minishlab/potion-retrieval-32M
32.3M • Updated • 244k • 28 -
minishlab/potion-base-32M
32.3M • Updated • 84.5k • 26 -
BAAI/bge-base-en-v1.5
Feature Extraction • 0.1B • Updated • 9.56M • • 427 -
MTEB Arena
⚔116Display MTEB Arena interface
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minishlab/potion-base-8M
7.56M • Updated • 726k • 77 -
Gemini Embedding: Generalizable Embeddings from Gemini
Paper • 2503.07891 • Published • 48 -
nomic-ai/nomic-embed-multimodal-7b
Visual Document Retrieval • Updated • 10.8k • 49 -
lightonai/GTE-ModernColBERT-v1
Sentence Similarity • 0.1B • Updated • 98.7k • 168 -
Qdrant/minicoil-v1
Sentence Similarity • Updated • 13k • 28 -
Qwen/Qwen3-Embedding-4B-GGUF
4B • Updated • 27.4k • 106 -
ibm-granite/granite-embedding-english-r2
Feature Extraction • 0.1B • Updated • 58.6k • 85 -
jina-embeddings-v5-text: Task-Targeted Embedding Distillation
Paper • 2602.15547 • Published • 27 -
jinaai/jina-embeddings-v5-text-small
Feature Extraction • 0.6B • Updated • 248k • 168 -
jinaai/jina-embeddings-v5-text-small-text-matching-mlx
Feature Extraction • 0.6B • Updated • 228 • 1 -
jinaai/jina-embeddings-v5-text-small-retrieval-GGUF
Sentence Similarity • 0.6B • Updated • 1.56k • 7 -
google/embeddinggemma-300m
Sentence Similarity • 0.3B • Updated • 1.96M • • 1.67k -
Qwen/Qwen3-Embedding-8B
Feature Extraction • 8B • Updated • 1.64M • • 689 -
microsoft/harrier-oss-v1-0.6b
Feature Extraction • 0.6B • Updated • 200k • • 238 -
BidirLM/BidirLM-Omni-2.5B-Embedding
Sentence Similarity • 2B • Updated • 7.37k • 40 -
ibm-granite/granite-embedding-311m-multilingual-r2
Feature Extraction • 0.3B • Updated • 106k • • 92 -
zeroentropy/zembed-1-embedding
Feature Extraction • 4B • Updated • 342k • 109 -
zeroentropy/zerank-2-reranker
Text Ranking • 4B • Updated • 123k • 82 -
zELO: ELO-inspired Training Method for Rerankers and Embedding Models
Paper • 2509.12541 • Published • 11