#76
Ranked by 30-day downloads: 202,471
ibm-granite/granite-embedding-125m-english
sentence-similarity · sentence-transformers
202471 recent downloads · 38 likes
sentence similarity
Top 100 sentence-similarity models by Hugging Face’s reported recent downloads. Check each model card and task-specific evaluation before choosing.
Snapshot: 2026-11-01T06:54:31.802Z. Rankings use this list’s declared public metric; missing values sort last, ties use record ID, and Trending retains source order.
#77
Ranked by 30-day downloads: 201,665
dragonkue/snowflake-arctic-embed-l-v2.0-ko
sentence-similarity · sentence-transformers
201665 recent downloads · 51 likes
#78
Ranked by 30-day downloads: 193,271
intfloat/e5-large
sentence-similarity · sentence-transformers
193271 recent downloads · 83 likes
#79
Ranked by 30-day downloads: 188,447
alphaedge-ai/multilingual-e5-small-fra-32768
sentence-similarity · sentence-transformers
188447 recent downloads · 0 likes
#80
Ranked by 30-day downloads: 185,426
sentence-transformers/msmarco-distilbert-base-tas-b
sentence-similarity · sentence-transformers
185426 recent downloads · 43 likes
#81
Ranked by 30-day downloads: 178,285
Alibaba-NLP/gte-Qwen2-1.5B-instruct
sentence-similarity · sentence-transformers
178285 recent downloads · 240 likes
#82
Ranked by 30-day downloads: 171,968
aari1995/German_Semantic_STS_V2
sentence-similarity · sentence-transformers
171968 recent downloads · 49 likes
#83
Ranked by 30-day downloads: 168,740
sentence-transformers/msmarco-MiniLM-L12-cos-v5
sentence-similarity · sentence-transformers
168740 recent downloads · 10 likes
#84
Ranked by 30-day downloads: 164,453
cl-nagoya/ruri-v3-30m
sentence-similarity · library not specified
164453 recent downloads · 12 likes
#85
Ranked by 30-day downloads: 158,520
McGill-NLP/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp-supervised
sentence-similarity · peft
158520 recent downloads · 54 likes
#86
Ranked by 30-day downloads: 155,477
Qdrant/bge-base-en-v1.5-onnx-Q
sentence-similarity · transformers
155477 recent downloads · 1 likes
#87
Ranked by 30-day downloads: 153,229
trmteb/turkish-embedding-model
sentence-similarity · sentence-transformers
153229 recent downloads · 8 likes
#88
Ranked by 30-day downloads: 152,646
sentence-transformers/distilbert-base-nli-stsb-mean-tokens
sentence-similarity · sentence-transformers
152646 recent downloads · 11 likes
#89
Ranked by 30-day downloads: 151,353
sentence-transformers/paraphrase-MiniLM-L12-v2
sentence-similarity · sentence-transformers
151353 recent downloads · 7 likes
#90
Ranked by 30-day downloads: 149,487
thenlper/gte-base
sentence-similarity · sentence-transformers
149487 recent downloads · 131 likes
#91
Ranked by 30-day downloads: 149,292
gmunkhtur/paraphrase-multilingual-minilm-l12-v3-mn
sentence-similarity · sentence-transformers
149292 recent downloads · 0 likes
#92
Ranked by 30-day downloads: 144,356
joe32140/ModernBERT-base-msmarco
sentence-similarity · sentence-transformers
144356 recent downloads · 12 likes
#93
Ranked by 30-day downloads: 143,835
pritamdeka/S-PubMedBert-MS-MARCO
sentence-similarity · sentence-transformers
143835 recent downloads · 45 likes
#94
Ranked by 30-day downloads: 142,623
Alibaba-NLP/gte-modernbert-base
sentence-similarity · transformers
142623 recent downloads · 204 likes
#95
Ranked by 30-day downloads: 142,101
nvidia/Nemotron-3-Embed-8B-BF16
sentence-similarity · sentence-transformers
142101 recent downloads · 113 likes
#96
Ranked by 30-day downloads: 141,242
leliuga/all-MiniLM-L6-v2-GGUF
sentence-similarity · sentence-transformers
141242 recent downloads · 11 likes
#97
Ranked by 30-day downloads: 138,878
HIT-TMG/KaLM-embedding-multilingual-mini-v1
sentence-similarity · sentence-transformers
138878 recent downloads · 31 likes
#98
Ranked by 30-day downloads: 134,481
hunkim/sentence-transformer-klue
sentence-similarity · sentence-transformers
134481 recent downloads · 1 likes
#99
Ranked by 30-day downloads: 130,020
sentence-transformers/sentence-t5-base
sentence-similarity · sentence-transformers
130020 recent downloads · 51 likes
#100
Ranked by 30-day downloads: 119,463
Snowflake/snowflake-arctic-embed-m-v1.5
sentence-similarity · sentence-transformers
119463 recent downloads · 73 likes