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: 2026-10-31T06:53:30.698Z. 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: 30,192,732

BAAI/bge-m3

sentence-similarity · sentence-transformers

30192732 recent downloads · 3948 likes

#5

Ranked by 30-day downloads: 12,042,078

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

sentence-similarity · sentence-transformers

12042078 recent downloads · 988 likes

#6

Ranked by 30-day downloads: 9,298,068

intfloat/multilingual-e5-small

sentence-similarity · sentence-transformers

9298068 recent downloads · 480 likes

#8

Ranked by 30-day downloads: 5,291,445

intfloat/multilingual-e5-base

sentence-similarity · sentence-transformers

5291445 recent downloads · 419 likes

#20

Ranked by 30-day downloads: 1,381,726

google/embeddinggemma-300m

sentence-similarity · sentence-transformers

1381726 recent downloads · 2075 likes

#21

Ranked by 30-day downloads: 1,152,658

intfloat/e5-small-v2

sentence-similarity · sentence-transformers

1152658 recent downloads · 136 likes

#22

Ranked by 30-day downloads: 1,115,960

jhgan/ko-sroberta-multitask

sentence-similarity · sentence-transformers

1115960 recent downloads · 155 likes

#23

Ranked by 30-day downloads: 1,109,850

Qwen/Qwen3-VL-Embedding-8B

sentence-similarity · sentence-transformers

1109850 recent downloads · 514 likes

#24

Ranked by 30-day downloads: 1,084,613

thenlper/gte-small

sentence-similarity · sentence-transformers

1084613 recent downloads · 201 likes

How these rankings work