#26
Ranked by 30-day downloads: 1,058,035
NeuML/pubmedbert-base-embeddings
sentence-similarity · sentence-transformers
1058035 recent downloads · 207 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.
#27
Ranked by 30-day downloads: 1,026,294
intfloat/e5-base-v2
sentence-similarity · sentence-transformers
1026294 recent downloads · 173 likes
#28
Ranked by 30-day downloads: 1,002,397
nomic-ai/nomic-embed-text-v1
sentence-similarity · sentence-transformers
1002397 recent downloads · 597 likes
#29
Ranked by 30-day downloads: 986,005
intfloat/e5-base
sentence-similarity · sentence-transformers
986005 recent downloads · 36 likes
#30
Ranked by 30-day downloads: 981,220
Alibaba-NLP/gte-multilingual-base
sentence-similarity · sentence-transformers
981220 recent downloads · 390 likes
#31
Ranked by 30-day downloads: 937,992
deepvk/USER2-base
sentence-similarity · sentence-transformers
937992 recent downloads · 31 likes
#32
Ranked by 30-day downloads: 937,037
shibing624/text2vec-base-chinese
sentence-similarity · sentence-transformers
937037 recent downloads · 814 likes
#33
Ranked by 30-day downloads: 935,125
Qdrant/bm25
sentence-similarity · transformers
935125 recent downloads · 54 likes
#34
Ranked by 30-day downloads: 924,742
sentence-transformers/distiluse-base-multilingual-cased-v2
sentence-similarity · sentence-transformers
924742 recent downloads · 220 likes
#35
Ranked by 30-day downloads: 908,142
sentence-transformers-testing/stsb-bert-tiny-safetensors
sentence-similarity · sentence-transformers
908142 recent downloads · 14 likes
#36
Ranked by 30-day downloads: 891,927
cl-nagoya/ruri-v3-310m
sentence-similarity · library not specified
891927 recent downloads · 88 likes
#37
Ranked by 30-day downloads: 860,288
nomic-ai/nomic-embed-text-v2-moe
sentence-similarity · sentence-transformers
860288 recent downloads · 513 likes
#38
Ranked by 30-day downloads: 805,916
intfloat/e5-large-v2
sentence-similarity · sentence-transformers
805916 recent downloads · 294 likes
#39
Ranked by 30-day downloads: 785,695
bkai-foundation-models/vietnamese-bi-encoder
sentence-similarity · generic
785695 recent downloads · 83 likes
#40
Ranked by 30-day downloads: 762,278
sentence-transformers/LaBSE
sentence-similarity · sentence-transformers
762278 recent downloads · 351 likes
#41
Ranked by 30-day downloads: 692,103
VoVanPhuc/sup-SimCSE-VietNamese-phobert-base
sentence-similarity · transformers
692103 recent downloads · 30 likes
#42
Ranked by 30-day downloads: 691,008
sentence-transformers/paraphrase-MiniLM-L3-v2
sentence-similarity · sentence-transformers
691008 recent downloads · 31 likes
#43
Ranked by 30-day downloads: 670,647
Snowflake/snowflake-arctic-embed-l
sentence-similarity · sentence-transformers
670647 recent downloads · 114 likes
#44
Ranked by 30-day downloads: 638,604
thenlper/gte-large
sentence-similarity · sentence-transformers
638604 recent downloads · 308 likes
#45
Ranked by 30-day downloads: 606,325
Qwen/Qwen3-VL-Embedding-2B
sentence-similarity · sentence-transformers
606325 recent downloads · 491 likes
#46
Ranked by 30-day downloads: 605,023
sentence-transformers/multi-qa-MiniLM-L6-cos-v1
sentence-similarity · sentence-transformers
605023 recent downloads · 138 likes
#47
Ranked by 30-day downloads: 599,077
sentence-transformers/all-roberta-large-v1
sentence-similarity · sentence-transformers
599077 recent downloads · 66 likes
#48
Ranked by 30-day downloads: 543,371
onnx-community/embeddinggemma-300m-ONNX
sentence-similarity · transformers.js
543371 recent downloads · 75 likes
#49
Ranked by 30-day downloads: 542,267
sentence-transformers/paraphrase-albert-small-v2
sentence-similarity · sentence-transformers
542267 recent downloads · 11 likes
#50
Ranked by 30-day downloads: 540,449
pfnet/plamo-embedding-1b
sentence-similarity · transformers
540449 recent downloads · 49 likes