feature extraction

Top 100 feature-extraction models by Hugging Face’s reported recent downloads. Check each model card and task-specific evaluation before choosing.

Snapshot: 2026-10-31T06:53:27.143Z. Rankings use this list’s declared public metric; missing values sort last, ties use record ID, and Trending retains source order.

#1

Ranked by 30-day downloads: 51,350,674

BAAI/bge-small-en-v1.5

feature-extraction · sentence-transformers

51350674 recent downloads · 662 likes

#2

Ranked by 30-day downloads: 9,488,630

BAAI/bge-large-en-v1.5

feature-extraction · sentence-transformers

9488630 recent downloads · 781 likes

#3

Ranked by 30-day downloads: 8,492,201

Qwen/Qwen3-Embedding-0.6B

feature-extraction · sentence-transformers

8492201 recent downloads · 1318 likes

#4

Ranked by 30-day downloads: 7,811,218

BAAI/bge-base-en-v1.5

feature-extraction · sentence-transformers

7811218 recent downloads · 540 likes

#5

Ranked by 30-day downloads: 6,632,584

intfloat/multilingual-e5-large

feature-extraction · sentence-transformers

6632584 recent downloads · 1282 likes

#7

Ranked by 30-day downloads: 4,492,442

Xenova/all-MiniLM-L6-v2

feature-extraction · transformers.js

4492442 recent downloads · 178 likes

#8

Ranked by 30-day downloads: 3,320,875

BAAI/bge-small-zh-v1.5

feature-extraction · transformers

3320875 recent downloads · 165 likes

#9

Ranked by 30-day downloads: 2,580,370

BAAI/bge-base-en

feature-extraction · transformers

2580370 recent downloads · 73 likes

#10

Ranked by 30-day downloads: 2,418,449

Xenova/bge-base-en-v1.5

feature-extraction · transformers.js

2418449 recent downloads · 28 likes

#12

Ranked by 30-day downloads: 2,095,019

Qwen/Qwen3-Embedding-8B

feature-extraction · sentence-transformers

2095019 recent downloads · 843 likes

#13

Ranked by 30-day downloads: 2,067,040

Qwen/Qwen3-Embedding-4B

feature-extraction · sentence-transformers

2067040 recent downloads · 344 likes

#14

Ranked by 30-day downloads: 1,979,441

BAAI/bge-reranker-large

feature-extraction · transformers

1979441 recent downloads · 485 likes

#16

Ranked by 30-day downloads: 1,615,694

jinaai/jina-embeddings-v3

feature-extraction · transformers

1615694 recent downloads · 1174 likes

#18

Ranked by 30-day downloads: 1,256,328

WhereIsAI/UAE-Large-V1

feature-extraction · sentence-transformers

1256328 recent downloads · 240 likes

#20

Ranked by 30-day downloads: 1,192,489

facebook/w2v-bert-2.0

feature-extraction · transformers

1192489 recent downloads · 243 likes

#21

Ranked by 30-day downloads: 1,009,420

microsoft/wavlm-large

feature-extraction · transformers

1009420 recent downloads · 122 likes

#23

Ranked by 30-day downloads: 925,897

unslothai/1

feature-extraction · transformers

925897 recent downloads · 1 likes

#24

Ranked by 30-day downloads: 896,042

laion/clap-htsat-unfused

feature-extraction · transformers

896042 recent downloads · 96 likes

#25

Ranked by 30-day downloads: 781,065

unslothai/repeat

feature-extraction · transformers

781065 recent downloads · 0 likes

How these rankings work