LLMs-EmbeddingModels - a sugatoray Collection

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Papers + RL/Reasoning

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LLMs-EmbeddingModels

LLM + Datasets : Finance

LLMs-EmbeddingModels

updated Aug 21

Select Embedding Models Collection.

nvidia/NV-Embed-v1

8B • Updated Nov 30, 2024 • 4.46k • 426
jinaai/jina-embeddings-v2-base-en

Feature Extraction • 0.1B • Updated Jan 6 • 160k • 728
nomic-ai/nomic-embed-text-v1.5

Sentence Similarity • 0.1B • Updated Jul 21 • 2.01M • 719
jxm/cde-small-v1

Feature Extraction • 0.3B • Updated May 13 • 136 • 285
Snowflake/snowflake-arctic-embed-m-v2.0

Sentence Similarity • 0.3B • Updated Apr 24 • 124k • 89
Snowflake/snowflake-arctic-embed-l-v2.0

Sentence Similarity • 0.6B • Updated Jul 28 • 243k • • 205
nomic-ai/modernbert-embed-base

Sentence Similarity • 0.1B • Updated Jan 24 • 96.7k • • 220
Snowflake/snowflake-arctic-embed-m-v1.5

Sentence Similarity • 0.1B • Updated Apr 24 • 72.7k • • 63
HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v1

Sentence Similarity • 0.5B • Updated Mar 13 • 252 • 33
HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v1.5

Sentence Similarity • 0.5B • Updated Mar 13 • 1.75k • • 61
HIT-TMG/KaLM-embedding-multilingual-max-instruct-v1.5

Updated Jan 7 • 9
KaLM-Embedding: Superior Training Data Brings A Stronger Embedding Model

Paper • 2501.01028 • Published Jan 2 • 17
jxm/cde-small-v2

Feature Extraction • 0.3B • Updated May 12 • 17k • 85
Alibaba-NLP/gte-modernbert-base

Sentence Similarity • 0.1B • Updated Jul 4 • 67.3k • • 181
Alibaba-NLP/gte-reranker-modernbert-base

Text Ranking • 0.1B • Updated Jul 4 • 464k • 74
minishlab/potion-retrieval-32M

Updated Jan 29 • 27k • 23
minishlab/potion-base-32M

Updated Jan 29 • 72.8k • 18
BAAI/bge-base-en-v1.5

Feature Extraction • 0.1B • Updated Feb 21, 2024 • 7.71M • • 353
Running

115

115

MTEB Arena

⚔

Display MTEB Arena interface
minishlab/potion-base-8M

Updated 30 days ago • 187k • 71
Gemini Embedding: Generalizable Embeddings from Gemini

Paper • 2503.07891 • Published Mar 10 • 43
nomic-ai/nomic-embed-multimodal-7b

Visual Document Retrieval • Updated Apr 15 • 13.8k • 43
lightonai/GTE-ModernColBERT-v1

Sentence Similarity • 0.1B • Updated 29 days ago • 13.1k • • 142
Qdrant/minicoil-v1

Sentence Similarity • Updated Jun 26 • 8.5k • 25
Qwen/Qwen3-Embedding-4B-GGUF

4B • Updated Aug 3 • 9.37k • 64
ibm-granite/granite-embedding-english-r2

Sentence Similarity • Updated Sep 2 • 12k • • 58