Models in RAG

Task
Family
Organization

220 models · Downloads

ModelFamilyParametersLicenseDownloads · 30dGrowth · 30dLikesAccess
sentence-transformers/multi-qa-mpnet-base-dot-v1

Sentence similarity · sentence-transformers

Sentence TransformersOfficial109.5MNot reported1.5Mdownloads / 30 daysCollectinghistory206Open
sentence-transformers/distiluse-base-multilingual-cased-v1

Sentence similarity · sentence-transformers

Sentence TransformersOfficial134.7Mapache-2.01.4Mdownloads / 30 daysCollectinghistory145Open
jinaai/jina-reranker-v2-base-multilingual

Text ranking · transformers

No family278.4Mcc-by-nc-4.01.4Mdownloads / 30 daysCollectinghistory371Open
sentence-transformers/paraphrase-MiniLM-L6-v2

Sentence similarity · sentence-transformers

Sentence TransformersOfficial22.7Mapache-2.01.4Mdownloads / 30 daysCollectinghistory161Open
cambridgeltl/SapBERT-from-PubMedBERT-fulltext

Feature extraction · transformers

No family109.5Mapache-2.01.4Mdownloads / 30 daysCollectinghistory88Open
sentence-transformers/paraphrase-mpnet-base-v2

Sentence similarity · sentence-transformers

Sentence TransformersOfficial109.5Mapache-2.01.3Mdownloads / 30 daysCollectinghistory59Open
Qwen/Qwen3-VL-Embedding-8B

Sentence similarity · sentence-transformers

QwenOfficial8.1Bapache-2.01.3Mdownloads / 30 daysCollectinghistory508Open
jinaai/jina-embeddings-v2-small-en

Feature extraction · sentence-transformers

No family32.7Mapache-2.01.1Mdownloads / 30 daysCollectinghistory158Open
facebook/w2v-bert-2.0

Feature extraction · transformers

No family580.5Mmit1.1Mdownloads / 30 daysCollectinghistory242Open
NeuML/pubmedbert-base-embeddings

Sentence similarity · sentence-transformers

No family109.5Mapache-2.01.1Mdownloads / 30 daysCollectinghistory206Open