Models in RAG

Task
Family
Organization

220 models · Downloads

ModelFamilyParametersLicenseDownloads · 30dGrowth · 30dLikesAccess
thenlper/gte-base

Sentence similarity · sentence-transformers

No family109.5Mmit149.9Kdownloads / 30 daysCollectinghistory131Open
Alibaba-NLP/gte-modernbert-base

Sentence similarity · transformers

No family149Mapache-2.0148Kdownloads / 30 daysCollectinghistory204Open
sentence-transformers/distilbert-base-nli-stsb-mean-tokens

Sentence similarity · sentence-transformers

Sentence TransformersOfficial66.4Mapache-2.0147.9Kdownloads / 30 daysCollectinghistory11Open
cross-encoder/qnli-electra-base

Text ranking · sentence-transformers

No family109.5Mapache-2.0147.6Kdownloads / 30 daysCollectinghistory5Open
Qwen/Qwen3-Reranker-8B

Text ranking · transformers

QwenOfficial8.2Bapache-2.0147.3Kdownloads / 30 daysCollectinghistory293Open
unslothai/vram-96

Feature extraction · transformers

No family0Not reported146.6Kdownloads / 30 daysCollectinghistory0Open
eustlb/higgs-audio-v2-tokenizer

Feature extraction · transformers

No family201.4MNot reported145.2Kdownloads / 30 daysCollectinghistory2Open
nvidia/Nemotron-3-Embed-8B-BF16

Sentence similarity · sentence-transformers

No family8BOther145Kdownloads / 30 daysCollectinghistory109Open
unslothai/vram-40

Feature extraction · transformers

No family0Not reported143.7Kdownloads / 30 daysCollectinghistory0Open
gmunkhtur/paraphrase-multilingual-minilm-l12-v3-mn

Sentence similarity · sentence-transformers

Sentence TransformersDerivative117.7MNot reported141.3Kdownloads / 30 daysCollectinghistory0Open
BAAI/bge-multilingual-gemma2

Feature extraction · sentence-transformers

No family9.2Bgemma140Kdownloads / 30 daysCollectinghistory204Open
Snowflake/snowflake-arctic-embed-m-v1.5

Sentence similarity · sentence-transformers

No family108.9Mapache-2.0139.1Kdownloads / 30 daysCollectinghistory73Open
pritamdeka/S-PubMedBert-MS-MARCO

Sentence similarity · sentence-transformers

No familyNot reportedcc-by-nc-2.0138.7Kdownloads / 30 daysCollectinghistory45Open
second-state/All-MiniLM-L6-v2-Embedding-GGUF

Feature extraction · sentence-transformers

Sentence TransformersDerivativeNot reportedapache-2.0137.7Kdownloads / 30 daysCollectinghistory25Open
LazarusNLP/all-indo-e5-small-v4

Sentence similarity · sentence-transformers

No family117.7MNot reported137.5Kdownloads / 30 daysCollectinghistory16Open
tomaarsen/Qwen3-Reranker-0.6B-seq-cls

Text ranking · sentence-transformers

QwenDerivative595.8Mapache-2.0136.7Kdownloads / 30 daysCollectinghistory39Open
facebook/bart-large

Feature extraction · transformers

No familyNot reportedapache-2.0134.3Kdownloads / 30 daysCollectinghistory207Open
google/canine-c

Feature extraction · transformers

No family132.1Mapache-2.0133.7Kdownloads / 30 daysCollectinghistory47Open
jinaai/jina-clip-v1

Feature extraction · transformers

No family222.7Mapache-2.0130.9Kdownloads / 30 daysCollectinghistory258Open
Qdrant/bge-base-en-v1.5-onnx-Q

Sentence similarity · transformers

No familyNot reportedmit129.9Kdownloads / 30 daysCollectinghistory1Open
sentence-transformers/sentence-t5-base

Sentence similarity · sentence-transformers

Sentence TransformersOfficial109.6Mapache-2.0129.4Kdownloads / 30 daysCollectinghistory51Open
intfloat/e5-mistral-7b-instruct

Feature extraction · sentence-transformers

No family7.1Bmit127.4Kdownloads / 30 daysCollectinghistory570Open
No familyNot reportedmit126Kdownloads / 30 daysCollectinghistory54Open
facebook/hubert-base-ls960

Feature extraction · transformers

No familyNot reportedapache-2.0124.8Kdownloads / 30 daysCollectinghistory81Open
nomic-ai/modernbert-embed-base

Sentence similarity · sentence-transformers

No family149Mapache-2.0123.3Kdownloads / 30 daysCollectinghistory234Open