Summarization AI Models

Models listed

50

Reviewed and live in this category

Worth weighing up

What goes in and out, licence terms, and whether you can host it yourself

How we treat data

Published specs only — we don't estimate numbers a vendor hasn't stated

Summarization models are a source-backed task collection in this directory. The current editorial inventory contains 25 mapped model records. Task membership is a discovery signal, not a performance ranking, deployment recommendation, or proof that every checkpoint accepts the same inputs and returns the same outputs.

Start with the model list, then open each record that matches your data, operating constraints, and intended workflow. Check the primary source, documented modalities, license, release information, and implementation notes before using a model in production.

This collection keeps unsupported pricing, availability, and benchmark claims blank. Each page remains outside the public index until an editor approves its content and related model records.

Summarization model list

Scan the table below, then open any model for pricing, limits and the full write-up.

50 models
ModelCapabilityContextInput $/1MOutput $/1MSpeed
cahya/bert2bert-indonesian-summarization
cahya
0.0
cahya/t5-base-indonesian-summarization-cased
cahya
0.0
cnicu/t5-small-booksum
cnicu
0.0
csebuetnlp/mT5_m2o_arabic_crossSum
csebuetnlp
0.0
csebuetnlp/mT5_multilingual_XLSum
csebuetnlp
0.0
d0rj/rut5-base-summ
d0rj
0.0
deutsche-telekom/mt5-small-sum-de-en-v1
deutsche-telekom
0.0
deutsche-telekom/mt5-small-sum-de-mit-v1
deutsche-telekom
0.0
EbanLee/kobart-summary-v3
EbanLee
0.0
facebook/bart-large-cnn
facebook
0.0
facebook/bart-large-xsum
facebook
0.0
Falconsai/medical_summarization
Falconsai
0.0
Falconsai/text_summarization
Falconsai
0.0
google/bigbird-pegasus-large-arxiv
google
0.0
google/bigbird-pegasus-large-pubmed
google
0.0
google/pegasus-cnn_dailymail
google
0.0
google/pegasus-large
google
0.0
google/pegasus-multi_news
google
0.0
google/pegasus-xsum
google
0.0
gsarti/it5-base-news-summarization
gsarti
0.0
human-centered-summarization/financial-summarization-pegasus
human-centered-summarization
0.0
IlyaGusev/rut5_base_headline_gen_telegram
IlyaGusev
0.0
IlyaGusev/rut5_base_sum_gazeta
IlyaGusev
0.0
knkarthick/MEETING_SUMMARY
knkarthick
0.0
lyutovad/mbart50-tradenewssum
lyutovad
0.0
mradermacher/Llama3.2-3B-creative-writer-v0.1-i1-GGUF
mradermacher
0.0
mradermacher/turbo-ai-7b-GGUF
mradermacher
0.0
mradermacher/turbo-ai-7b-i1-GGUF
mradermacher
0.0
mrm8488/bert2bert_shared-spanish-finetuned-summarization
mrm8488
0.0
mrm8488/bert-small2bert-small-finetuned-cnn_daily_mail-summarization
mrm8488
0.0
Narrativa/bsc_roberta2roberta_shared-spanish-finetuned-mlsum-summarization
Narrativa
0.0
phh/Qwen3-0.6B-TLDR-Lora
phh
0.0
philschmid/bart-large-cnn-samsum
philschmid
0.0
plguillou/t5-base-fr-sum-cnndm
plguillou
0.0
pszemraj/led-base-book-summary
pszemraj
0.0
pszemraj/led-large-book-summary
pszemraj
0.0
recogna-nlp/ptt5-base-summ-xlsum
recogna-nlp
0.0
RussianNLP/FRED-T5-Summarizer
RussianNLP
0.0
Sachin21112004/distilbart-news-summarizer
Sachin21112004
0.0
sshleifer/distilbart-cnn-12-6
sshleifer
0.0
sshleifer/distilbart-cnn-6-6
sshleifer
0.0
sshleifer/distilbart-xsum-1-1
sshleifer
0.0
sshleifer/distilbart-xsum-12-1
sshleifer
0.0
sshleifer/distilbart-xsum-12-6
sshleifer
0.0
Tavernari/git-commit-message
Tavernari
0.0
thanathorn/mt5-cpe-kmutt-thai-sentence-sum
thanathorn
0.0
tsmatz/mt5_summarize_japanese
tsmatz
0.0
Xenova/distilbart-cnn-12-6
Xenova
0.0
Xenova/distilbart-cnn-6-6
Xenova
0.0
yatharth97/T5-base-10K-summarization
yatharth97
0.0

50 models · click a column to sort

About the capability score: a 0–100 figure SyncDev calculates from each vendor's published specifications — context window, reasoning support, input modalities, tool calling, maximum output and how recently the model shipped. It measures breadth of capability, not benchmark performance, so a higher-scoring model is not automatically the better choice for your task.

Summarization model questions

It groups source-backed directory records for research and comparison. Review each model page and its primary documentation because collection membership alone does not prove quality, availability, or suitability.