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.

#3

Ranked by 30-day downloads: 30,351,006

BAAI/bge-m3

sentence-similarity · sentence-transformers

30351006 recent downloads · 3949 likes

#5

Ranked by 30-day downloads: 12,020,993

nomic-ai/nomic-embed-text-v1.5

sentence-similarity · sentence-transformers

12020993 recent downloads · 988 likes

#6

Ranked by 30-day downloads: 9,326,831

intfloat/multilingual-e5-small

sentence-similarity · sentence-transformers

9326831 recent downloads · 480 likes

#8

Ranked by 30-day downloads: 5,287,270

intfloat/multilingual-e5-base

sentence-similarity · sentence-transformers

5287270 recent downloads · 419 likes

#20

Ranked by 30-day downloads: 1,375,776

google/embeddinggemma-300m

sentence-similarity · sentence-transformers

1375776 recent downloads · 2077 likes

#21

Ranked by 30-day downloads: 1,156,537

thenlper/gte-small

sentence-similarity · sentence-transformers

1156537 recent downloads · 201 likes

#22

Ranked by 30-day downloads: 1,147,106

intfloat/e5-small-v2

sentence-similarity · sentence-transformers

1147106 recent downloads · 136 likes

#23

Ranked by 30-day downloads: 1,143,630

jhgan/ko-sroberta-multitask

sentence-similarity · sentence-transformers

1143630 recent downloads · 155 likes

#25

Ranked by 30-day downloads: 1,076,941

Qwen/Qwen3-VL-Embedding-8B

sentence-similarity · sentence-transformers

1076941 recent downloads · 514 likes

How these rankings work