Embedding Encoder-only Models - a guishe Collection

guishe 's Collections

Multi-Vector Embedding Models

Multimodal Embeddings

Zero-Shot Entailment Models

ReRanker Encoder-only Models

NER Encoder-only Models

Embedding Encoder-only Models

Part-of-Speech Tagging

Embedding Encoder-only Models

updated Apr 28, 2025

BAAI/bge-m3

Sentence Similarity • Updated Jul 3, 2024 • 16.2M • • 2.77k
BAAI/bge-large-en-v1.5

Feature Extraction • Updated Feb 21, 2024 • 5.28M • • 629
nomic-ai/nomic-embed-text-v1.5

Sentence Similarity • Updated Jul 21, 2025 • 4.11M • 776
mixedbread-ai/mxbai-embed-large-v1

Feature Extraction • 0.3B • Updated Jan 23 • 1.54M • • 769
haophancs/bge-m3-financial-matryoshka

Sentence Similarity • 0.6B • Updated Jul 9, 2024 • 36 • 1
Alibaba-NLP/gte-large-en-v1.5

Sentence Similarity • Updated Aug 9, 2024 • 1.69M • 234
NovaSearch/stella_en_400M_v5

Sentence Similarity • 0.4B • Updated Jul 28, 2025 • 1.18M • 232
avsolatorio/GIST-Embedding-v0

Sentence Similarity • 0.1B • Updated Feb 28, 2024 • 106k • • 30
philschmid/bge-base-financial-matryoshka

Sentence Similarity • 0.1B • Updated Jun 3, 2024 • 18.5k • • 10
jinaai/jina-embeddings-v3

Feature Extraction • 0.6B • Updated Feb 24, 2025 • 5.25M • 1.13k
Snowflake/snowflake-arctic-embed-m-v2.0

Sentence Similarity • Updated Apr 24, 2025 • 75.2k • 101
nomic-ai/modernbert-embed-base

Sentence Similarity • Updated Jan 24, 2025 • 220k • • 226
lightonai/modernbert-embed-large

Sentence Similarity • 0.4B • Updated May 14, 2025 • 40.9k • • 29
intfloat/multilingual-e5-large-instruct

Feature Extraction • 0.6B • Updated Jul 10, 2025 • 842k • • 608