Subcategory

RAG

295 repositories472 packages6 news eventsIn LLM Infrastructure

220 models · Downloads

Model	Family	Parameters	License	Downloads · 30d	Growth · 30d	Likes	Access
sentence-transformers/all-MiniLM-L6-v2 Sentence similarity · sentence-transformers	Sentence TransformersOfficial	22.7M	apache-2.0	193.4Mdownloads / 30 days	Collectinghistory	6K	Open
cross-encoder/ms-marco-MiniLM-L6-v2 Text ranking · sentence-transformers	No family	22.7M	apache-2.0	71.4Mdownloads / 30 days	Collectinghistory	431	Open
BAAI/bge-small-en-v1.5 Feature extraction · sentence-transformers	No family	33.4M	mit	54Mdownloads / 30 days	Collectinghistory	650	Open
sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2 Sentence similarity · sentence-transformers	Sentence TransformersOfficial	117.7M	apache-2.0	40.6Mdownloads / 30 days	Collectinghistory	1.5K	Open
BAAI/bge-m3 Sentence similarity · sentence-transformers	No family	Not reported	mit	29.6Mdownloads / 30 days	Collectinghistory	3.9K	Open
sentence-transformers/all-mpnet-base-v2 Sentence similarity · sentence-transformers	Sentence TransformersOfficial	109.5M	apache-2.0	17.9Mdownloads / 30 days	Collectinghistory	1.4K	Open
nomic-ai/nomic-embed-text-v1.5 Sentence similarity · sentence-transformers	No family	136.7M	apache-2.0	12.4Mdownloads / 30 days	Collectinghistory	983	Open
BAAI/bge-large-en-v1.5 Feature extraction · sentence-transformers	No family	335.1M	mit	9.7Mdownloads / 30 days	Collectinghistory	779	Open
intfloat/multilingual-e5-small Sentence similarity · sentence-transformers	No family	117.7M	mit	9.2Mdownloads / 30 days	Collectinghistory	468	Open
BAAI/bge-base-en-v1.5 Feature extraction · sentence-transformers	No family	109.5M	mit	8.6Mdownloads / 30 days	Collectinghistory	538	Open
sentence-transformers/paraphrase-multilingual-mpnet-base-v2 Sentence similarity · sentence-transformers	Sentence TransformersOfficial	278M	apache-2.0	8.6Mdownloads / 30 days	Collectinghistory	551	Open
Qwen/Qwen3-Embedding-0.6B Feature extraction · sentence-transformers	QwenOfficial	595.8M	apache-2.0	8.1Mdownloads / 30 days	Collectinghistory	1.3K	Open
intfloat/multilingual-e5-large Feature extraction · sentence-transformers	No family	559.9M	mit	6.5Mdownloads / 30 days	Collectinghistory	1.3K	Open
ibm-granite/granite-embedding-small-english-r2 Feature extraction · sentence-transformers	No family	47.7M	apache-2.0	5.9Mdownloads / 30 days	Collectinghistory	111	Open
intfloat/multilingual-e5-base Sentence similarity · sentence-transformers	No family	278M	mit	5.6Mdownloads / 30 days	Collectinghistory	415	Open
cross-encoder/ms-marco-MiniLM-L4-v2 Text ranking · sentence-transformers	No family	19.2M	apache-2.0	5.2Mdownloads / 30 days	Collectinghistory	50	Open
Xenova/all-MiniLM-L6-v2 Feature extraction · transformers.js	Sentence TransformersDerivative	Not reported	apache-2.0	4.4Mdownloads / 30 days	Collectinghistory	173	Open
datasocietyco/bge-base-en-v1.5-course-recommender-v5 Sentence similarity · sentence-transformers	No family	109.5M	Not reported	4Mdownloads / 30 days	Collectinghistory	23	Open
BAAI/bge-small-zh-v1.5 Feature extraction · transformers	No family	24M	mit	3.5Mdownloads / 30 days	Collectinghistory	162	Open
sentence-transformers/all-distilroberta-v1 Sentence similarity · sentence-transformers	Sentence TransformersOfficial	82.1M	apache-2.0	2.7Mdownloads / 30 days	Collectinghistory	54	Open
sentence-transformers/all-MiniLM-L12-v2 Sentence similarity · sentence-transformers	Sentence TransformersOfficial	33.4M	apache-2.0	2.6Mdownloads / 30 days	Collectinghistory	348	Open
Snowflake/snowflake-arctic-embed-l-v2.0 Sentence similarity · sentence-transformers	No family	567.8M	apache-2.0	2.5Mdownloads / 30 days	Collectinghistory	265	Open
BAAI/bge-base-en Feature extraction · transformers	No family	109.5M	mit	2.4Mdownloads / 30 days	Collectinghistory	72	Open
google/embeddinggemma-300m Sentence similarity · sentence-transformers	GemmaOfficial	302.9M	gemma	2.4Mdownloads / 30 days	Collectinghistory	2.1K	Gated
Xenova/bge-base-en-v1.5 Feature extraction · transformers.js	No family	Not reported	mit	2.3Mdownloads / 30 days	Collectinghistory	27	Open
Qwen/Qwen3-Reranker-4B Text ranking · transformers	QwenOfficial	4B	apache-2.0	2.3Mdownloads / 30 days	Collectinghistory	185	Open
mixedbread-ai/mxbai-embed-large-v1 Feature extraction · sentence-transformers	No family	335.1M	apache-2.0	2Mdownloads / 30 days	Collectinghistory	844	Open
Qwen/Qwen3-Embedding-8B Feature extraction · sentence-transformers	QwenOfficial	7.6B	apache-2.0	2Mdownloads / 30 days	Collectinghistory	840	Open
BAAI/bge-reranker-large Feature extraction · transformers	No family	559.9M	mit	1.9Mdownloads / 30 days	Collectinghistory	484	Open
cross-encoder/ms-marco-MiniLM-L12-v2 Text ranking · sentence-transformers	No family	33.4M	apache-2.0	1.8Mdownloads / 30 days	Collectinghistory	122	Open
Qwen/Qwen3-Embedding-4B Feature extraction · sentence-transformers	QwenOfficial	4B	apache-2.0	1.8Mdownloads / 30 days	Collectinghistory	342	Open
Alibaba-NLP/gte-reranker-modernbert-base Text ranking · transformers	No family	149.6M	apache-2.0	1.7Mdownloads / 30 days	Collectinghistory	110	Open
Alibaba-NLP/gte-large-en-v1.5 Sentence similarity · transformers	No family	434.1M	apache-2.0	1.7Mdownloads / 30 days	Collectinghistory	251	Open
cross-encoder/mmarco-mMiniLMv2-L12-H384-v1 Text ranking · sentence-transformers	No family	117.6M	apache-2.0	1.7Mdownloads / 30 days	Collectinghistory	95	Open
intfloat/multilingual-e5-large-instruct Feature extraction · sentence-transformers	No family	559.9M	mit	1.7Mdownloads / 30 days	Collectinghistory	655	Open
Qdrant/bge-small-en-v1.5-onnx-Q Sentence similarity · transformers	No family	Not reported	mit	1.6Mdownloads / 30 days	Collectinghistory	14	Open
Qdrant/all-MiniLM-L6-v2-onnx Sentence similarity · transformers	No family	Not reported	apache-2.0	1.6Mdownloads / 30 days	Collectinghistory	28	Open
jinaai/jina-embeddings-v3 Feature extraction · transformers	No family	572.3M	cc-by-nc-4.0	1.6Mdownloads / 30 days	Collectinghistory	1.2K	Open
Qwen/Qwen3-Reranker-0.6B Text ranking · transformers	QwenOfficial	595.8M	apache-2.0	1.6Mdownloads / 30 days	Collectinghistory	424	Open
nomic-ai/nomic-embed-text-v1 Sentence similarity · sentence-transformers	No family	136.7M	apache-2.0	1.5Mdownloads / 30 days	Collectinghistory	596	Open
sentence-transformers/multi-qa-mpnet-base-dot-v1 Sentence similarity · sentence-transformers	Sentence TransformersOfficial	109.5M	Not reported	1.5Mdownloads / 30 days	Collectinghistory	206	Open
sentence-transformers/distiluse-base-multilingual-cased-v1 Sentence similarity · sentence-transformers	Sentence TransformersOfficial	134.7M	apache-2.0	1.4Mdownloads / 30 days	Collectinghistory	145	Open
jinaai/jina-reranker-v2-base-multilingual Text ranking · transformers	No family	278.4M	cc-by-nc-4.0	1.4Mdownloads / 30 days	Collectinghistory	371	Open
sentence-transformers/paraphrase-MiniLM-L6-v2 Sentence similarity · sentence-transformers	Sentence TransformersOfficial	22.7M	apache-2.0	1.4Mdownloads / 30 days	Collectinghistory	161	Open
cambridgeltl/SapBERT-from-PubMedBERT-fulltext Feature extraction · transformers	No family	109.5M	apache-2.0	1.4Mdownloads / 30 days	Collectinghistory	88	Open
sentence-transformers/paraphrase-mpnet-base-v2 Sentence similarity · sentence-transformers	Sentence TransformersOfficial	109.5M	apache-2.0	1.3Mdownloads / 30 days	Collectinghistory	59	Open
Qwen/Qwen3-VL-Embedding-8B Sentence similarity · sentence-transformers	QwenOfficial	8.1B	apache-2.0	1.3Mdownloads / 30 days	Collectinghistory	508	Open
jinaai/jina-embeddings-v2-small-en Feature extraction · sentence-transformers	No family	32.7M	apache-2.0	1.1Mdownloads / 30 days	Collectinghistory	158	Open
facebook/w2v-bert-2.0 Feature extraction · transformers	No family	580.5M	mit	1.1Mdownloads / 30 days	Collectinghistory	242	Open
NeuML/pubmedbert-base-embeddings Sentence similarity · sentence-transformers	No family	109.5M	apache-2.0	1.1Mdownloads / 30 days	Collectinghistory	206	Open

Models in RAG