Subcategory

RAG

295 repositories472 packages6 news eventsIn LLM Infrastructure

220 models · Downloads

Model	Family	Parameters	License	Downloads · 30d	Growth · 30d	Likes	Access
unslothai/lambda Feature extraction · transformers	No family	0	Not reported	430.4Kdownloads / 30 days	Collectinghistory	0	Open
TimKond/S-PubMedBert-MedQuAD Sentence similarity · sentence-transformers	No family	109.5M	mit	422Kdownloads / 30 days	Collectinghistory	8	Open
nomic-ai/nomic-embed-code Sentence similarity · sentence-transformers	QwenDerivative	7.1B	apache-2.0	414.2Kdownloads / 30 days	Collectinghistory	124	Open
FremyCompany/BioLORD-2023 Sentence similarity · sentence-transformers	No family	109.5M	Other	394.1Kdownloads / 30 days	Collectinghistory	58	Open
unslothai/vram-16 Feature extraction · transformers	No family	0	Not reported	390Kdownloads / 30 days	Collectinghistory	0	Open
cross-encoder/ms-marco-TinyBERT-L2-v2 Text ranking · sentence-transformers	No family	4.4M	apache-2.0	378.8Kdownloads / 30 days	Collectinghistory	44	Open
Qdrant/paraphrase-multilingual-MiniLM-L12-v2-onnx-Q Sentence similarity · transformers	No family	Not reported	apache-2.0	378Kdownloads / 30 days	Collectinghistory	9	Open
emrecan/bert-base-turkish-cased-mean-nli-stsb-tr Sentence similarity · sentence-transformers	No family	110.6M	apache-2.0	374.9Kdownloads / 30 days	Collectinghistory	53	Open
Snowflake/snowflake-arctic-embed-m Sentence similarity · sentence-transformers	No family	108.9M	apache-2.0	370.6Kdownloads / 30 days	Collectinghistory	167	Open
Snowflake/snowflake-arctic-embed-xs Sentence similarity · sentence-transformers	No family	22.6M	Not reported	359Kdownloads / 30 days	Collectinghistory	43	Open
zeroentropy/zerank-2-reranker Text ranking · sentence-transformers	QwenDerivative	4B	apache-2.0	355.9Kdownloads / 30 days	Collectinghistory	145	Open
VoVanPhuc/sup-SimCSE-VietNamese-phobert-base Sentence similarity · transformers	No family	135.6M	Not reported	351.4Kdownloads / 30 days	Collectinghistory	30	Open
laion/larger_clap_general Feature extraction · transformers	No family	Not reported	apache-2.0	346.1Kdownloads / 30 days	Collectinghistory	56	Open
jinaai/jina-embeddings-v2-base-en Feature extraction · sentence-transformers	No family	137.4M	apache-2.0	342.6Kdownloads / 30 days	Collectinghistory	737	Open
pfnet/plamo-embedding-1b Sentence similarity · transformers	No family	1.1B	apache-2.0	341.8Kdownloads / 30 days	Collectinghistory	49	Open
BAAI/bge-large-zh-v1.5 Feature extraction · sentence-transformers	No family	Not reported	mit	336.1Kdownloads / 30 days	Collectinghistory	650	Open
nvidia/llama-nemotron-embed-1b-v2 Feature extraction · sentence-transformers	No family	1.2B	Other	329.4Kdownloads / 30 days	Collectinghistory	72	Open
BAAI/bge-base-zh-v1.5 Feature extraction · sentence-transformers	No family	Not reported	mit	318Kdownloads / 30 days	Collectinghistory	111	Open
deepvk/USER-bge-m3 Sentence similarity · sentence-transformers	No family	359M	apache-2.0	310.7Kdownloads / 30 days	Collectinghistory	86	Open
mixedbread-ai/deepset-mxbai-embed-de-large-v1 Feature extraction · sentence-transformers	No family	487.1M	apache-2.0	308.4Kdownloads / 30 days	Collectinghistory	61	Open
voyageai/voyage-4-nano Feature extraction · sentence-transformers	No family	346.5M	apache-2.0	307.1Kdownloads / 30 days	Collectinghistory	148	Open
cl-nagoya/ruri-v3-reranker-310m Text ranking · sentence-transformers	No family	315.2M	apache-2.0	305.1Kdownloads / 30 days	Collectinghistory	18	Open
unsloth/bge-small-en-v1.5 Feature extraction · sentence-transformers	No family	33.4M	mit	299.2Kdownloads / 30 days	Collectinghistory	2	Open
OrdalieTech/Solon-embeddings-large-0.1 Feature extraction · transformers	No family	559.9M	mit	297.4Kdownloads / 30 days	Collectinghistory	55	Open
perplexity-ai/pplx-embed-v1-0.6b Feature extraction · sentence-transformers	No family	596M	mit	297.3Kdownloads / 30 days	Collectinghistory	236	Open
microsoft/wavlm-base-plus Feature extraction · transformers	No family	Not reported	Not reported	290.5Kdownloads / 30 days	Collectinghistory	49	Open
hkunlp/instructor-large Sentence similarity · sentence-transformers	No family	Not reported	apache-2.0	285.8Kdownloads / 30 days	Collectinghistory	525	Open
Alibaba-NLP/gte-Qwen2-1.5B-instruct Sentence similarity · sentence-transformers	No family	1.8B	apache-2.0	282.1Kdownloads / 30 days	Collectinghistory	240	Open
Xenova/paraphrase-multilingual-MiniLM-L12-v2 Feature extraction · transformers.js	Sentence TransformersDerivative	Not reported	Not reported	281.1Kdownloads / 30 days	Collectinghistory	19	Open
cointegrated/rubert-tiny2 Sentence similarity · sentence-transformers	No family	29.4M	mit	280.4Kdownloads / 30 days	Collectinghistory	183	Open
mesolitica/llama2-embedding-1b-8k Feature extraction · transformers	No family	946.9M	Not reported	277.6Kdownloads / 30 days	Collectinghistory	3	Open
sentence-transformers/msmarco-MiniLM-L6-v3 Sentence similarity · sentence-transformers	Sentence TransformersOfficial	22.7M	apache-2.0	265.2Kdownloads / 30 days	Collectinghistory	15	Open
sentence-transformers/bert-base-nli-mean-tokens Sentence similarity · sentence-transformers	Sentence TransformersOfficial	109.5M	apache-2.0	264.5Kdownloads / 30 days	Collectinghistory	40	Open
unslothai/other Feature extraction · transformers	No family	0	Not reported	259.6Kdownloads / 30 days	Collectinghistory	0	Open
nvidia/Nemotron-3-Embed-1B-BF16 Sentence similarity · sentence-transformers	No family	1.1B	Other	248.4Kdownloads / 30 days	Collectinghistory	171	Open
ibm-research/MoLFormer-XL-both-10pct Feature extraction · transformers	No family	46.8M	apache-2.0	247.9Kdownloads / 30 days	Collectinghistory	43	Open
jinaai/jina-embeddings-v3-hf Feature extraction · transformers	No family	559.4M	cc-by-nc-4.0	244.4Kdownloads / 30 days	Collectinghistory	3	Open
onnx-community/embeddinggemma-2-ONNX Feature extraction · transformers.js	GemmaDerivative	Not reported	apache-2.0	244.3Kdownloads / 30 days	Collectinghistory	27	Open
nvidia/NV-Embed-v2 Feature extraction · transformers	No family	7.9B	cc-by-nc-4.0	243.1Kdownloads / 30 days	Collectinghistory	524	Open
facebook/bart-base Feature extraction · transformers	No family	139.4M	apache-2.0	233.9Kdownloads / 30 days	Collectinghistory	214	Open
sdadas/mmlw-retrieval-roberta-large Sentence similarity · sentence-transformers	No family	435M	apache-2.0	230.7Kdownloads / 30 days	Collectinghistory	14	Open
TaylorAI/bge-micro-v2 Sentence similarity · sentence-transformers	No family	17.4M	mit	229.2Kdownloads / 30 days	Collectinghistory	66	Open
microsoft/harrier-oss-v1-0.6b Feature extraction · sentence-transformers	No family	596M	mit	228.5Kdownloads / 30 days	Collectinghistory	328	Open
kyutai/mimi Feature extraction · transformers	No family	96.2M	cc-by-4.0	224.2Kdownloads / 30 days	Collectinghistory	337	Open
laion/larger_clap_music Feature extraction · transformers	No family	Not reported	apache-2.0	218.9Kdownloads / 30 days	Collectinghistory	53	Open
dragonkue/bge-reranker-v2-m3-ko Text ranking · sentence-transformers	No family	567.8M	apache-2.0	218.5Kdownloads / 30 days	Collectinghistory	25	Open
naver/splade-cocondenser-ensembledistil Feature extraction · sentence-transformers	No family	Not reported	cc-by-nc-sa-4.0	216.1Kdownloads / 30 days	Collectinghistory	64	Open
redis/langcache-embed-v1 Sentence similarity · sentence-transformers	No family	149M	Not reported	215.4Kdownloads / 30 days	Collectinghistory	16	Open
sentence-transformers/multi-qa-MiniLM-L6-dot-v1 Sentence similarity · sentence-transformers	Sentence TransformersOfficial	22.7M	Not reported	213.6Kdownloads / 30 days	Collectinghistory	17	Open
unsloth/bge-small-en-v1.5-GGUF Feature extraction · sentence-transformers	No family	Not reported	mit	213.1Kdownloads / 30 days	Collectinghistory	8	Open
facebook/hubert-large-ll60k Feature extraction · transformers	No family	Not reported	apache-2.0	209.7Kdownloads / 30 days	Collectinghistory	41	Open
microsoft/unixcoder-base Feature extraction · transformers	No family	Not reported	apache-2.0	209.5Kdownloads / 30 days	Collectinghistory	74	Open
microsoft/codebert-base Feature extraction · transformers	No family	Not reported	Not reported	205.4Kdownloads / 30 days	Collectinghistory	299	Open
hunkim/sentence-transformer-klue Sentence similarity · sentence-transformers	No family	Not reported	Not reported	203.5Kdownloads / 30 days	Collectinghistory	1	Open
ChristianAzinn/mxbai-embed-large-v1-gguf Feature extraction · sentence-transformers	No family	Not reported	apache-2.0	199.2Kdownloads / 30 days	Collectinghistory	8	Open
cl-nagoya/ruri-v3-30m Sentence similarity	No family	36.7M	apache-2.0	194.8Kdownloads / 30 days	Collectinghistory	12	Open
Stern5497/sbert-legal-xlm-roberta-base Sentence similarity · sentence-transformers	No family	Not reported	Not reported	194.8Kdownloads / 30 days	Collectinghistory	5	Open
McGill-NLP/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp Sentence similarity · transformers	No family	Not reported	mit	194.7Kdownloads / 30 days	Collectinghistory	23	Open
cross-encoder/stsb-roberta-base Text ranking · sentence-transformers	No family	124.6M	apache-2.0	194.2Kdownloads / 30 days	Collectinghistory	5	Open
google/embeddinggemma-2 Feature extraction · transformers	GemmaOfficial	744.4M	apache-2.0	192.7Kdownloads / 30 days	Collectinghistory	2.9K	Open
imvladikon/sentence-transformers-alephbert Sentence similarity · sentence-transformers	No family	Not reported	Not reported	187.7Kdownloads / 30 days	Collectinghistory	9	Open
cambridgeltl/SapBERT-UMLS-2020AB-all-lang-from-XLMR Feature extraction · transformers	No family	278M	Not reported	187.2Kdownloads / 30 days	Collectinghistory	12	Open
leliuga/all-MiniLM-L6-v2-GGUF Sentence similarity · sentence-transformers	Sentence TransformersDerivative	Not reported	apache-2.0	186.1Kdownloads / 30 days	Collectinghistory	11	Open
sentence-transformers/msmarco-distilbert-base-tas-b Sentence similarity · sentence-transformers	Sentence TransformersOfficial	66.4M	apache-2.0	180Kdownloads / 30 days	Collectinghistory	43	Open
ai-sage/Giga-Embeddings-instruct Feature extraction · sentence-transformers	No family	3.4B	mit	179.9Kdownloads / 30 days	Collectinghistory	120	Open
joe32140/ModernBERT-base-msmarco Sentence similarity · sentence-transformers	No family	149M	Not reported	178.6Kdownloads / 30 days	Collectinghistory	12	Open
mixedbread-ai/mxbai-embed-2d-large-v1 Feature extraction · sentence-transformers	No family	335.1M	apache-2.0	175.5Kdownloads / 30 days	Collectinghistory	43	Open
dragonkue/snowflake-arctic-embed-l-v2.0-ko Sentence similarity · sentence-transformers	No family	567.8M	apache-2.0	169.5Kdownloads / 30 days	Collectinghistory	51	Open
jinaai/jina-embeddings-v2-base-code Feature extraction · sentence-transformers	No family	160.9M	apache-2.0	167.7Kdownloads / 30 days	Collectinghistory	146	Open
OpenMOSS-Team/MOSS-Audio-Tokenizer-Nano Feature extraction · transformers	No family	22M	apache-2.0	164.9Kdownloads / 30 days	Collectinghistory	29	Open
laion/larger_clap_music_and_speech Feature extraction · transformers	No family	Not reported	apache-2.0	161.9Kdownloads / 30 days	Collectinghistory	47	Open
sentence-transformers/msmarco-MiniLM-L12-cos-v5 Sentence similarity · sentence-transformers	Sentence TransformersOfficial	33.4M	Not reported	156.6Kdownloads / 30 days	Collectinghistory	10	Open
nreimers/TinyBERT_L-4_H-312_v2 Feature extraction · transformers	No family	Not reported	Not reported	156.2Kdownloads / 30 days	Collectinghistory	1	Open
BAAI/bge-small-en Feature extraction · transformers	No family	33.4M	mit	156.1Kdownloads / 30 days	Collectinghistory	95	Open
unslothai/vram-24 Feature extraction · transformers	No family	0	Not reported	153.8Kdownloads / 30 days	Collectinghistory	0	Open
thenlper/gte-base Sentence similarity · sentence-transformers	No family	109.5M	mit	149.9Kdownloads / 30 days	Collectinghistory	131	Open
Alibaba-NLP/gte-modernbert-base Sentence similarity · transformers	No family	149M	apache-2.0	148Kdownloads / 30 days	Collectinghistory	204	Open
sentence-transformers/distilbert-base-nli-stsb-mean-tokens Sentence similarity · sentence-transformers	Sentence TransformersOfficial	66.4M	apache-2.0	147.9Kdownloads / 30 days	Collectinghistory	11	Open
cross-encoder/qnli-electra-base Text ranking · sentence-transformers	No family	109.5M	apache-2.0	147.6Kdownloads / 30 days	Collectinghistory	5	Open
Qwen/Qwen3-Reranker-8B Text ranking · transformers	QwenOfficial	8.2B	apache-2.0	147.3Kdownloads / 30 days	Collectinghistory	293	Open
unslothai/vram-96 Feature extraction · transformers	No family	0	Not reported	146.6Kdownloads / 30 days	Collectinghistory	0	Open
eustlb/higgs-audio-v2-tokenizer Feature extraction · transformers	No family	201.4M	Not reported	145.2Kdownloads / 30 days	Collectinghistory	2	Open
nvidia/Nemotron-3-Embed-8B-BF16 Sentence similarity · sentence-transformers	No family	8B	Other	145Kdownloads / 30 days	Collectinghistory	109	Open
unslothai/vram-40 Feature extraction · transformers	No family	0	Not reported	143.7Kdownloads / 30 days	Collectinghistory	0	Open
gmunkhtur/paraphrase-multilingual-minilm-l12-v3-mn Sentence similarity · sentence-transformers	Sentence TransformersDerivative	117.7M	Not reported	141.3Kdownloads / 30 days	Collectinghistory	0	Open
BAAI/bge-multilingual-gemma2 Feature extraction · sentence-transformers	No family	9.2B	gemma	140Kdownloads / 30 days	Collectinghistory	204	Open
Snowflake/snowflake-arctic-embed-m-v1.5 Sentence similarity · sentence-transformers	No family	108.9M	apache-2.0	139.1Kdownloads / 30 days	Collectinghistory	73	Open
pritamdeka/S-PubMedBert-MS-MARCO Sentence similarity · sentence-transformers	No family	Not reported	cc-by-nc-2.0	138.7Kdownloads / 30 days	Collectinghistory	45	Open
second-state/All-MiniLM-L6-v2-Embedding-GGUF Feature extraction · sentence-transformers	Sentence TransformersDerivative	Not reported	apache-2.0	137.7Kdownloads / 30 days	Collectinghistory	25	Open
LazarusNLP/all-indo-e5-small-v4 Sentence similarity · sentence-transformers	No family	117.7M	Not reported	137.5Kdownloads / 30 days	Collectinghistory	16	Open
tomaarsen/Qwen3-Reranker-0.6B-seq-cls Text ranking · sentence-transformers	QwenDerivative	595.8M	apache-2.0	136.7Kdownloads / 30 days	Collectinghistory	39	Open
facebook/bart-large Feature extraction · transformers	No family	Not reported	apache-2.0	134.3Kdownloads / 30 days	Collectinghistory	207	Open
google/canine-c Feature extraction · transformers	No family	132.1M	apache-2.0	133.7Kdownloads / 30 days	Collectinghistory	47	Open
jinaai/jina-clip-v1 Feature extraction · transformers	No family	222.7M	apache-2.0	130.9Kdownloads / 30 days	Collectinghistory	258	Open
Qdrant/bge-base-en-v1.5-onnx-Q Sentence similarity · transformers	No family	Not reported	mit	129.9Kdownloads / 30 days	Collectinghistory	1	Open
sentence-transformers/sentence-t5-base Sentence similarity · sentence-transformers	Sentence TransformersOfficial	109.6M	apache-2.0	129.4Kdownloads / 30 days	Collectinghistory	51	Open
intfloat/e5-mistral-7b-instruct Feature extraction · sentence-transformers	No family	7.1B	mit	127.4Kdownloads / 30 days	Collectinghistory	570	Open
McGill-NLP/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp-supervised Sentence similarity · peft	No family	Not reported	mit	126Kdownloads / 30 days	Collectinghistory	54	Open
facebook/hubert-base-ls960 Feature extraction · transformers	No family	Not reported	apache-2.0	124.8Kdownloads / 30 days	Collectinghistory	81	Open
nomic-ai/modernbert-embed-base Sentence similarity · sentence-transformers	No family	149M	apache-2.0	123.3Kdownloads / 30 days	Collectinghistory	234	Open

Models in RAG