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Translation and summarisation trends · updated Oct 2, 2026

Which open-weight translation and summarisation models get downloaded most

A daily read of Hugging Face's top 5,000 models, focused on models tagged for translation or summarisation: the most downloaded, new uploads in the top 5,000, what they are used for, and who makes them. Many general language models can translate or summarise too, but they are counted here only if their task tag says so.

Most downloaded

The most-downloaded open-weight translation and summarisation models

Ranked by downloads over the last 30 days. Fine-tuned versions count; most format conversions and re-uploads are left out. Counts include automated fetches, which lift models that tools and test suites pull by default. How models are placed is explained under About this data.

#ModelMakerTaskLicenceLast 30 daysDownloadsValkyrie
1t5-smallgoogle-t5TranslationApache-2.024.2MFine-tune one like it →Fine-tune one →
2t5-basegoogle-t5TranslationApache-2.02.5MFine-tune one like it →Fine-tune one →
3opus-mt-nl-enHelsinki-NLPTranslationApache-2.01.8MFine-tune one like it →Fine-tune one →
4bart-large-cnnfacebookSummarisationMIT1.4MFine-tune one like it →Fine-tune one →
5opus-mt-fr-enHelsinki-NLPTranslationApache-2.0880KFine-tune one like it →Fine-tune one →
6nllb-200-distilled-600MfacebookTranslationCC BY-NC 4.0850K
7opus-mt-en-ruHelsinki-NLPTranslationApache-2.0519KFine-tune one like it →Fine-tune one →
8opus-mt-ru-enHelsinki-NLPTranslationCC BY 4.0490KFine-tune one like it →Fine-tune one →
9sanskrit-en-custom-transformerkrpraveenTranslationMIT455KFine-tune one like it →Fine-tune one →
10distilbart-cnn-12-6sshleiferSummarisationApache-2.0441KFine-tune one like it →Fine-tune one →
11opus-mt-de-enHelsinki-NLPTranslationApache-2.0420KFine-tune one like it →Fine-tune one →
12opus-mt-en-deHelsinki-NLPTranslationCC BY 4.0400KFine-tune one like it →Fine-tune one →
13nllb-200-distilled-1.3BfacebookTranslationCC BY-NC 4.0356K
14opus-mt-ko-enHelsinki-NLPTranslationApache-2.0341KFine-tune one like it →Fine-tune one →
15t5-3bgoogle-t5TranslationApache-2.0259KFine-tune one like it →Fine-tune one →
16indictrans2-en-indic-dist-200Mai4bharatTranslationMIT243KFine-tune one like it →Fine-tune one →
17opus-mt-es-enHelsinki-NLPTranslationApache-2.0210KFine-tune one like it →Fine-tune one →
18opus-mt-en-frHelsinki-NLPTranslationApache-2.0202KFine-tune one like it →Fine-tune one →
19opus-mt-zh-enHelsinki-NLPTranslationCC BY 4.0173KFine-tune one like it →Fine-tune one →
20nllb-200-3.3BfacebookTranslationCC BY-NC 4.0169K
21t5-largegoogle-t5TranslationApache-2.0166KFine-tune one like it →Fine-tune one →
22opus-mt-en-esHelsinki-NLPTranslationApache-2.0165KFine-tune one like it →Fine-tune one →
23pegasus-xsumgoogleSummarisation-164K
24opus-mt-tc-big-en-trHelsinki-NLPTranslationCC BY 4.0144KFine-tune one like it →Fine-tune one →
25opus-mt-ar-enHelsinki-NLPTranslationApache-2.0142KFine-tune one like it →Fine-tune one →
New releases

New translation and summarisation models in the top 5,000

Uploaded to Hugging Face in the last six months with at least 25 likes or a trending score of 10, ranked by downloads over the last 30 days. Most format conversions and re-uploads are left out.

Hy-MT2-1.8BtencentTranslation · uploaded May 11, 202630K downloads in 30 daysFine-tune one like it →Fine-tune one →
What they're used for

Downloads by task

Share of downloads of translation and summarisation models in Hugging Face's top 5,000 on Oct 2, 2026, leaving out most format conversions and re-uploads. Models tagged for both tasks, such as the T5 models, can appear in the table but are left out of the bars; on Oct 2, 2026 they were 69.9% of this page's downloads.

Translation81.0%
Summarisation19.0%
Who's winning

Share of downloads by maker

Each repo counts under the account that uploaded it, leaving out most format conversions and re-uploads. Models tagged for both tasks, such as the T5 models, can appear in the table but are left out of the bars; on Oct 2, 2026 they were 69.9% of this page's downloads. Change is in percentage points since Jul 4, 2026.

Helsinki-NLP60.0% (+2.7 pts)
facebook25.7% (−2.9 pts)
sshleifer4.1% (−2.7 pts)
krpraveen3.9% (+3.9 pts)
ai4bharat2.6% (+1.6 pts)
google1.8% (−1.1 pts)
philschmid0.7% (−0.4 pts)
pszemraj0.4% (+0.4 pts)
Other0.9% (−1.5 pts)

Licences of the most-downloaded translation and summarisation models

Apache-2.0 52.9%MIT 19.5%Other or none 27.6%

As declared on each repo, leaving out most format conversions and re-uploads. Models tagged for both tasks, such as the T5 models, can appear in the table but are left out of the bars; on Oct 2, 2026 they were 69.9% of this page's downloads.