#51
Ranked by 30-day downloads: 951
dil99x/SummLlama3.2-3B-Q5_K_M-GGUF
summarization · transformers
951 recent downloads · 1 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.
#52
Ranked by 30-day downloads: 864
Xenova/bart-large-cnn
summarization · transformers.js
864 recent downloads · 8 likes
#53
Ranked by 30-day downloads: 837
sshleifer/distilbart-xsum-12-3
summarization · transformers
837 recent downloads · 11 likes
#54
Ranked by 30-day downloads: 804
mradermacher/DrMedra4B-abliterated-GGUF
summarization · transformers
804 recent downloads · 1 likes
#55
Ranked by 30-day downloads: 762
Xenova/distilbart-cnn-12-6
summarization · transformers.js
762 recent downloads · 1 likes
#56
Ranked by 30-day downloads: 709
pszemraj/led-base-book-summary
summarization · transformers
709 recent downloads · 67 likes
#57
Ranked by 30-day downloads: 692
mradermacher/turbo-ai-7b-GGUF
summarization · transformers
692 recent downloads · 1 likes
#58
Ranked by 30-day downloads: 679
mradermacher/NoticIA-7B-GGUF
summarization · transformers
679 recent downloads · 1 likes
#59
Ranked by 30-day downloads: 664
mradermacher/Hacker-News-Comments-Summarization-Llama-3.1-8B-Instruct-i1-GGUF
summarization · transformers
664 recent downloads · 0 likes
#60
Ranked by 30-day downloads: 658
mradermacher/Medra4b-i1-GGUF
summarization · transformers
658 recent downloads · 1 likes
#61
Ranked by 30-day downloads: 647
plguillou/t5-base-fr-sum-cnndm
summarization · transformers
647 recent downloads · 23 likes
#62
Ranked by 30-day downloads: 640
Wespeaker/wespeaker-voxceleb-resnet293-LM
summarization · library not specified
640 recent downloads · 5 likes
#63
Ranked by 30-day downloads: 631
mrm8488/bert2bert_shared-spanish-finetuned-summarization
summarization · transformers
631 recent downloads · 38 likes
#64
Ranked by 30-day downloads: 622
philschmid/bart-base-samsum
summarization · transformers
622 recent downloads · 3 likes
#65
Ranked by 30-day downloads: 612
mradermacher/Medra27B-GGUF
summarization · transformers
612 recent downloads · 0 likes
#66
Ranked by 30-day downloads: 592
mradermacher/NoticIA-7B-i1-GGUF
summarization · transformers
592 recent downloads · 1 likes
#67
Ranked by 30-day downloads: 585
deutsche-telekom/mt5-small-sum-de-en-v1
summarization · transformers
585 recent downloads · 9 likes
#68
Ranked by 30-day downloads: 568
mradermacher/DrMedra4B-abliterated-i1-GGUF
summarization · transformers
568 recent downloads · 0 likes
#69
Ranked by 30-day downloads: 564
mithulaartigala/QNS-2-ReLearn-Preview
summarization · library not specified
564 recent downloads · 2 likes
#70
Ranked by 30-day downloads: 559
mradermacher/MedraQ-8b-abliterated-i1-GGUF
summarization · transformers
559 recent downloads · 0 likes
#71
Ranked by 30-day downloads: 549
google/bigbird-pegasus-large-bigpatent
summarization · transformers
549 recent downloads · 45 likes
#72
Ranked by 30-day downloads: 519
sshleifer/distilbart-xsum-1-1
summarization · transformers
519 recent downloads · 0 likes
#73
Ranked by 30-day downloads: 513
mradermacher/DrMedra4B-GGUF
summarization · transformers
513 recent downloads · 1 likes
#74
Ranked by 30-day downloads: 486
mradermacher/Medra4b-abliterated-i1-GGUF
summarization · transformers
486 recent downloads · 0 likes
#75
Ranked by 30-day downloads: 478
mradermacher/MedraQ-8b-i1-GGUF
summarization · transformers
478 recent downloads · 0 likes