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
Alibaba-NLP/gte-multilingual-base Sentence similarity · sentence-transformers	No family	305.4M	apache-2.0	1.1Mdownloads / 30 days	Collectinghistory	390	Open
thenlper/gte-small Sentence similarity · sentence-transformers	No family	33.4M	mit	1Mdownloads / 30 days	Collectinghistory	200	Open
intfloat/e5-small-v2 Sentence similarity · sentence-transformers	No family	33.4M	mit	1Mdownloads / 30 days	Collectinghistory	136	Open
nomic-ai/nomic-embed-text-v2-moe Sentence similarity · sentence-transformers	No family	475.3M	apache-2.0	989.1Kdownloads / 30 days	Collectinghistory	512	Open
jinaai/jina-embeddings-v5-omni-small Feature extraction · transformers	No family	1.6B	cc-by-nc-4.0	975.3Kdownloads / 30 days	Collectinghistory	173	Open
WhereIsAI/UAE-Large-V1 Feature extraction · sentence-transformers	No family	335.1M	mit	952.1Kdownloads / 30 days	Collectinghistory	239	Open
laion/clap-htsat-unfused Feature extraction · transformers	No family	Not reported	apache-2.0	945.9Kdownloads / 30 days	Collectinghistory	93	Open
intfloat/e5-base-v2 Sentence similarity · sentence-transformers	No family	109.5M	mit	934Kdownloads / 30 days	Collectinghistory	171	Open
shibing624/text2vec-base-chinese Sentence similarity · sentence-transformers	No family	102.3M	apache-2.0	908.7Kdownloads / 30 days	Collectinghistory	812	Open
Qdrant/bm25 Sentence similarity · transformers	No family	Not reported	apache-2.0	906.8Kdownloads / 30 days	Collectinghistory	52	Open
unslothai/1 Feature extraction · transformers	No family	0	Not reported	906.5Kdownloads / 30 days	Collectinghistory	1	Open
intfloat/e5-base Sentence similarity · sentence-transformers	No family	109.5M	mit	904.2Kdownloads / 30 days	Collectinghistory	35	Open
cl-nagoya/ruri-v3-310m Sentence similarity	No family	314.6M	apache-2.0	879Kdownloads / 30 days	Collectinghistory	86	Open
Snowflake/snowflake-arctic-embed-l Sentence similarity · sentence-transformers	No family	334.1M	apache-2.0	866Kdownloads / 30 days	Collectinghistory	114	Open
sentence-transformers/distiluse-base-multilingual-cased-v2 Sentence similarity · sentence-transformers	Sentence TransformersOfficial	134.7M	apache-2.0	857.1Kdownloads / 30 days	Collectinghistory	219	Open
jinaai/jina-reranker-v3 Text ranking · transformers	QwenDerivative	596.8M	cc-by-nc-4.0	853.5Kdownloads / 30 days	Collectinghistory	155	Open
intfloat/e5-large-v2 Sentence similarity · sentence-transformers	No family	335.1M	mit	849.4Kdownloads / 30 days	Collectinghistory	293	Open
jhgan/ko-sroberta-multitask Sentence similarity · sentence-transformers	No family	110.6M	Not reported	844.4Kdownloads / 30 days	Collectinghistory	154	Open
allenai/specter2_base Feature extraction · transformers	No family	Not reported	apache-2.0	796.3Kdownloads / 30 days	Collectinghistory	57	Open
unslothai/repeat Feature extraction · transformers	No family	0	Not reported	765.1Kdownloads / 30 days	Collectinghistory	0	Open
Qwen/Qwen3-VL-Embedding-2B Sentence similarity · sentence-transformers	QwenOfficial	2.1B	apache-2.0	757Kdownloads / 30 days	Collectinghistory	484	Open
Qdrant/all_miniLM_L6_v2_with_attentions Sentence similarity · transformers	No family	Not reported	apache-2.0	753.2Kdownloads / 30 days	Collectinghistory	16	Open
deepvk/USER2-base Sentence similarity · sentence-transformers	No family	149M	apache-2.0	739.9Kdownloads / 30 days	Collectinghistory	29	Open
microsoft/wavlm-large Feature extraction · transformers	No family	Not reported	Not reported	735Kdownloads / 30 days	Collectinghistory	120	Open
Qdrant/multilingual-e5-large-onnx Sentence similarity · transformers	No family	Not reported	mit	675.6Kdownloads / 30 days	Collectinghistory	4	Open
mixedbread-ai/mxbai-rerank-xsmall-v1 Text ranking · transformers	No family	70.8M	apache-2.0	669.5Kdownloads / 30 days	Collectinghistory	59	Open
Xenova/bge-small-en-v1.5 Feature extraction · transformers.js	No family	Not reported	Not reported	649Kdownloads / 30 days	Collectinghistory	20	Open
sentence-transformers/nli-mpnet-base-v2 Sentence similarity · sentence-transformers	Sentence TransformersOfficial	109.5M	apache-2.0	648.9Kdownloads / 30 days	Collectinghistory	15	Open
nvidia/llama-nemotron-rerank-1b-v2 Text ranking · transformers	No family	1.2B	Other	642.1Kdownloads / 30 days	Collectinghistory	70	Open
sentence-transformers/multi-qa-MiniLM-L6-cos-v1 Sentence similarity · sentence-transformers	Sentence TransformersOfficial	22.7M	Not reported	615.1Kdownloads / 30 days	Collectinghistory	138	Open
gabor-hosu/e5-mistral-7b-instruct-bnb-4bit Feature extraction · sentence-transformers	No family	7.3B	mit	605.2Kdownloads / 30 days	Collectinghistory	11	Open
sentence-transformers/LaBSE Sentence similarity · sentence-transformers	Sentence TransformersOfficial	470.9M	apache-2.0	602.7Kdownloads / 30 days	Collectinghistory	349	Open
sentence-transformers/paraphrase-albert-small-v2 Sentence similarity · sentence-transformers	Sentence TransformersOfficial	11.7M	apache-2.0	586.2Kdownloads / 30 days	Collectinghistory	11	Open
nlpai-lab/KURE-v1 Feature extraction · sentence-transformers	No family	567.8M	mit	577.9Kdownloads / 30 days	Collectinghistory	100	Open
sentence-transformers/paraphrase-MiniLM-L3-v2 Sentence similarity · sentence-transformers	Sentence TransformersOfficial	17.4M	apache-2.0	575.9Kdownloads / 30 days	Collectinghistory	31	Open
sentence-transformers/all-roberta-large-v1 Sentence similarity · sentence-transformers	Sentence TransformersOfficial	355.4M	apache-2.0	564Kdownloads / 30 days	Collectinghistory	66	Open
bkai-foundation-models/vietnamese-bi-encoder Sentence similarity · generic	No family	135M	apache-2.0	549Kdownloads / 30 days	Collectinghistory	82	Open
thenlper/gte-large Sentence similarity · sentence-transformers	No family	335.1M	mit	540.7Kdownloads / 30 days	Collectinghistory	308	Open
nomic-ai/nomic-embed-text-v1.5-GGUF Sentence similarity	No family	Not reported	apache-2.0	538.2Kdownloads / 30 days	Collectinghistory	139	Open
onnx-community/embeddinggemma-300m-ONNX Sentence similarity · transformers.js	GemmaDerivative	Not reported	gemma	537.5Kdownloads / 30 days	Collectinghistory	74	Open
ai-forever/FRIDA Feature extraction · sentence-transformers	No family	823.4M	mit	523.9Kdownloads / 30 days	Collectinghistory	157	Open
sentence-transformers/msmarco-bert-base-dot-v5 Sentence similarity · sentence-transformers	Sentence TransformersOfficial	109.5M	Not reported	495.8Kdownloads / 30 days	Collectinghistory	21	Open
Xenova/multilingual-e5-small Feature extraction · transformers.js	No family	Not reported	Not reported	476.9Kdownloads / 30 days	Collectinghistory	21	Open
YituTech/conv-bert-base Feature extraction · transformers	No family	Not reported	Not reported	475.4Kdownloads / 30 days	Collectinghistory	10	Open
Alibaba-NLP/gte-base-en-v1.5 Sentence similarity · transformers	No family	136.8M	apache-2.0	458.3Kdownloads / 30 days	Collectinghistory	72	Open
naver/splade-cocondenser-selfdistil Feature extraction · sentence-transformers	No family	Not reported	cc-by-nc-sa-4.0	451.9Kdownloads / 30 days	Collectinghistory	17	Open
nvidia/dragon-multiturn-query-encoder Feature extraction · transformers	No family	Not reported	Other	447.7Kdownloads / 30 days	Collectinghistory	66	Open
nvidia/dragon-multiturn-context-encoder Feature extraction · transformers	No family	Not reported	Other	447.6Kdownloads / 30 days	Collectinghistory	30	Open
cross-encoder/ms-marco-electra-base Text ranking · sentence-transformers	No family	109.5M	apache-2.0	439.4Kdownloads / 30 days	Collectinghistory	7	Open
indobenchmark/indobert-base-p1 Feature extraction · transformers	No family	Not reported	mit	436.9Kdownloads / 30 days	Collectinghistory	57	Open

Models in RAG