#26
Ranked by 30-day downloads: 3,382
google/pegasus-cnn_dailymail
summarization · transformers
3382 recent downloads · 121 likes
summarization
Top 100 summarization models by Hugging Face’s reported recent downloads. Check each model card and task-specific evaluation before choosing.
Snapshot: 2026-11-01T06:54:36.205Z. 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: 3,106
pszemraj/led-large-book-summary
summarization · transformers
3106 recent downloads · 121 likes
#28
Ranked by 30-day downloads: 3,069
google/bigbird-pegasus-large-pubmed
summarization · transformers
3069 recent downloads · 51 likes
#29
Ranked by 30-day downloads: 2,649
human-centered-summarization/financial-summarization-pegasus
summarization · transformers
2649 recent downloads · 157 likes
#30
Ranked by 30-day downloads: 2,411
yatharth97/T5-base-10K-summarization
summarization · transformers
2411 recent downloads · 3 likes
#31
Ranked by 30-day downloads: 2,355
Falconsai/medical_summarization
summarization · transformers
2355 recent downloads · 166 likes
#32
Ranked by 30-day downloads: 2,343
EbanLee/kobart-summary-v3
summarization · transformers
2343 recent downloads · 22 likes
#33
Ranked by 30-day downloads: 2,175
nafisehNik/mt5-persian-summary
summarization · transformers
2175 recent downloads · 7 likes
#34
Ranked by 30-day downloads: 2,056
mradermacher/Medra27B-i1-GGUF
summarization · transformers
2056 recent downloads · 0 likes
#35
Ranked by 30-day downloads: 2,030
hossboll/clinical-t5
summarization · transformers
2030 recent downloads · 0 likes
#36
Ranked by 30-day downloads: 1,952
gsarti/it5-base-news-summarization
summarization · transformers
1952 recent downloads · 6 likes
#37
Ranked by 30-day downloads: 1,862
mradermacher/turbo-ai-7b-i1-GGUF
summarization · transformers
1862 recent downloads · 2 likes
#38
Ranked by 30-day downloads: 1,807
recogna-nlp/ptt5-base-summ-xlsum
summarization · transformers
1807 recent downloads · 17 likes
#39
Ranked by 30-day downloads: 1,727
Sachin21112004/distilbart-news-summarizer
summarization · transformers
1727 recent downloads · 22 likes
#40
Ranked by 30-day downloads: 1,700
wordcab/t5-small-email-summarizer
summarization · transformers
1700 recent downloads · 2 likes
#41
Ranked by 30-day downloads: 1,586
mradermacher/Zawen-v0.1-35B-A3B-GGUF
summarization · transformers
1586 recent downloads · 0 likes
#42
Ranked by 30-day downloads: 1,567
csebuetnlp/mT5_m2o_arabic_crossSum
summarization · transformers
1567 recent downloads · 4 likes
#43
Ranked by 30-day downloads: 1,528
lyutovad/mbart50-tradenewssum
summarization · transformers
1528 recent downloads · 4 likes
#44
Ranked by 30-day downloads: 1,436
sshleifer/distilbart-xsum-12-1
summarization · transformers
1436 recent downloads · 7 likes
#45
Ranked by 30-day downloads: 1,134
LeoCordoba/mt5-small-cc-news-es-titles
summarization · transformers
1134 recent downloads · 0 likes
#46
Ranked by 30-day downloads: 1,127
josmunpen/mt5-small-spanish-summarization
summarization · transformers
1127 recent downloads · 2 likes
#47
Ranked by 30-day downloads: 1,093
Tavernari/git-commit-message
summarization · transformers
1093 recent downloads · 25 likes
#48
Ranked by 30-day downloads: 1,052
Guilherme34/Medra4b-abliterated-i1-VISION-GGUF
summarization · transformers
1052 recent downloads · 2 likes
#49
Ranked by 30-day downloads: 971
mradermacher/Compactor-Qwen3.5-4B-GGUF
summarization · transformers
971 recent downloads · 2 likes
#50
Ranked by 30-day downloads: 970
google/pegasus-arxiv
summarization · transformers
970 recent downloads · 10 likes