#51
Ranked by 30-day downloads: 529,322
nomic-ai/nomic-embed-text-v1.5-GGUF
sentence-similarity · library not specified
529322 recent downloads · 140 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.
#52
Ranked by 30-day downloads: 522,526
sentence-transformers/msmarco-bert-base-dot-v5
sentence-similarity · sentence-transformers
522526 recent downloads · 21 likes
#53
Ranked by 30-day downloads: 499,265
Alibaba-NLP/gte-base-en-v1.5
sentence-similarity · transformers
499265 recent downloads · 72 likes
#54
Ranked by 30-day downloads: 479,766
Qdrant/paraphrase-multilingual-MiniLM-L12-v2-onnx-Q
sentence-similarity · transformers
479766 recent downloads · 9 likes
#55
Ranked by 30-day downloads: 452,511
TimKond/S-PubMedBert-MedQuAD
sentence-similarity · sentence-transformers
452511 recent downloads · 8 likes
#56
Ranked by 30-day downloads: 442,018
emrecan/bert-base-turkish-cased-mean-nli-stsb-tr
sentence-similarity · sentence-transformers
442018 recent downloads · 53 likes
#57
Ranked by 30-day downloads: 432,035
sentence-transformers/nli-mpnet-base-v2
sentence-similarity · sentence-transformers
432035 recent downloads · 15 likes
#58
Ranked by 30-day downloads: 424,656
Snowflake/snowflake-arctic-embed-xs
sentence-similarity · sentence-transformers
424656 recent downloads · 43 likes
#59
Ranked by 30-day downloads: 408,195
FremyCompany/BioLORD-2023
sentence-similarity · sentence-transformers
408195 recent downloads · 58 likes
#60
Ranked by 30-day downloads: 388,875
Snowflake/snowflake-arctic-embed-m
sentence-similarity · sentence-transformers
388875 recent downloads · 167 likes
#61
Ranked by 30-day downloads: 388,250
redis/langcache-embed-v1
sentence-similarity · sentence-transformers
388250 recent downloads · 16 likes
#62
Ranked by 30-day downloads: 367,357
cointegrated/rubert-tiny2
sentence-similarity · sentence-transformers
367357 recent downloads · 184 likes
#63
Ranked by 30-day downloads: 346,867
nomic-ai/nomic-embed-code
sentence-similarity · sentence-transformers
346867 recent downloads · 124 likes
#64
Ranked by 30-day downloads: 303,067
nvidia/Nemotron-3-Embed-1B-BF16
sentence-similarity · sentence-transformers
303067 recent downloads · 173 likes
#65
Ranked by 30-day downloads: 295,702
McGill-NLP/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp
sentence-similarity · transformers
295702 recent downloads · 23 likes
#66
Ranked by 30-day downloads: 295,662
deepvk/USER-bge-m3
sentence-similarity · sentence-transformers
295662 recent downloads · 86 likes
#67
Ranked by 30-day downloads: 294,183
sentence-transformers/bert-base-nli-mean-tokens
sentence-similarity · sentence-transformers
294183 recent downloads · 40 likes
#68
Ranked by 30-day downloads: 276,012
sentence-transformers/msmarco-MiniLM-L6-v3
sentence-similarity · sentence-transformers
276012 recent downloads · 16 likes
#69
Ranked by 30-day downloads: 265,423
sentence-transformers/multi-qa-MiniLM-L6-dot-v1
sentence-similarity · sentence-transformers
265423 recent downloads · 17 likes
#70
Ranked by 30-day downloads: 244,309
Qdrant/all_miniLM_L6_v2_with_attentions
sentence-similarity · transformers
244309 recent downloads · 16 likes
#71
Ranked by 30-day downloads: 238,913
sdadas/mmlw-retrieval-roberta-large
sentence-similarity · sentence-transformers
238913 recent downloads · 14 likes
#72
Ranked by 30-day downloads: 232,014
TaylorAI/bge-micro-v2
sentence-similarity · sentence-transformers
232014 recent downloads · 66 likes
#73
Ranked by 30-day downloads: 223,082
imvladikon/sentence-transformers-alephbert
sentence-similarity · sentence-transformers
223082 recent downloads · 9 likes
#74
Ranked by 30-day downloads: 207,909
hkunlp/instructor-large
sentence-similarity · sentence-transformers
207909 recent downloads · 525 likes
#75
Ranked by 30-day downloads: 203,311
Stern5497/sbert-legal-xlm-roberta-base
sentence-similarity · sentence-transformers
203311 recent downloads · 5 likes