#1
Ranked by 30-day downloads: 1,155,453
facebook/bart-large-cnn
summarization · transformers
1155453 recent downloads · 1647 likes
summarization
Top 100 summarization models by Hugging Face’s reported recent downloads. Check each model card and task-specific evaluation before choosing.
Snapshot: 2026-10-31T06:53:35.501Z. Rankings use this list’s declared public metric; missing values sort last, ties use record ID, and Trending retains source order.
#2
Ranked by 30-day downloads: 337,318
sshleifer/distilbart-cnn-12-6
summarization · transformers
337318 recent downloads · 327 likes
#3
Ranked by 30-day downloads: 216,987
pszemraj/long-t5-tglobal-base-sci-simplify
summarization · transformers
216987 recent downloads · 10 likes
#4
Ranked by 30-day downloads: 67,515
philschmid/bart-large-cnn-samsum
summarization · transformers
67515 recent downloads · 268 likes
#5
Ranked by 30-day downloads: 44,327
sshleifer/distilbart-xsum-12-6
summarization · transformers
44327 recent downloads · 7 likes
#6
Ranked by 30-day downloads: 35,224
knkarthick/MEETING_SUMMARY
summarization · transformers
35224 recent downloads · 199 likes
#7
Ranked by 30-day downloads: 26,227
google/pegasus-xsum
summarization · transformers
26227 recent downloads · 234 likes
#8
Ranked by 30-day downloads: 22,776
Falconsai/text_summarization
summarization · transformers
22776 recent downloads · 329 likes
#9
Ranked by 30-day downloads: 20,279
d0rj/rut5-base-summ
summarization · transformers
20279 recent downloads · 27 likes
#10
Ranked by 30-day downloads: 15,474
cnicu/t5-small-booksum
summarization · transformers
15474 recent downloads · 10 likes
#11
Ranked by 30-day downloads: 11,421
sshleifer/distilbart-cnn-6-6
summarization · transformers
11421 recent downloads · 34 likes
#12
Ranked by 30-day downloads: 11,037
IlyaGusev/rut5_base_headline_gen_telegram
summarization · transformers
11037 recent downloads · 9 likes
#13
Ranked by 30-day downloads: 9,115
cahya/t5-base-indonesian-summarization-cased
summarization · transformers
9115 recent downloads · 6 likes
#14
Ranked by 30-day downloads: 6,577
Xenova/distilbart-cnn-6-6
summarization · transformers.js
6577 recent downloads · 10 likes
#15
Ranked by 30-day downloads: 6,432
IlyaGusev/rut5_base_sum_gazeta
summarization · transformers
6432 recent downloads · 20 likes
#16
Ranked by 30-day downloads: 6,120
thanathorn/mt5-cpe-kmutt-thai-sentence-sum
summarization · transformers
6120 recent downloads · 8 likes
#17
Ranked by 30-day downloads: 6,052
mradermacher/Zawen-v0.1-35B-A3B-i1-GGUF
summarization · transformers
6052 recent downloads · 0 likes
#18
Ranked by 30-day downloads: 5,248
csebuetnlp/mT5_multilingual_XLSum
summarization · transformers
5248 recent downloads · 332 likes
#19
Ranked by 30-day downloads: 4,973
google/pegasus-large
summarization · transformers
4973 recent downloads · 115 likes
#20
Ranked by 30-day downloads: 4,791
RussianNLP/FRED-T5-Summarizer
summarization · transformers
4791 recent downloads · 28 likes
#21
Ranked by 30-day downloads: 4,539
facebook/bart-large-xsum
summarization · transformers
4539 recent downloads · 39 likes
#22
Ranked by 30-day downloads: 4,036
google/bigbird-pegasus-large-arxiv
summarization · transformers
4036 recent downloads · 77 likes
#23
Ranked by 30-day downloads: 3,836
mrm8488/bert-mini2bert-mini-finetuned-cnn_daily_mail-summarization
summarization · transformers
3836 recent downloads · 5 likes
#24
Ranked by 30-day downloads: 3,754
Wespeaker/wespeaker-voxceleb-resnet34-LM
summarization · library not specified
3754 recent downloads · 11 likes
#25
Ranked by 30-day downloads: 3,499
google/pegasus-cnn_dailymail
summarization · transformers
3499 recent downloads · 121 likes