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Find the best AI for a job

Describe what you want to get done in your own words. We rank the best-fitting models, datasets, papers and open-source tools in the Silytics index, and say why each one is on the list.

Understood as: translate, support, tickets, translation, multilingual · task: translation

Best models

Ranked by fit to the task, adoption and reported results. Hosted models are paid APIs; the rest can be downloaded.

  1. 1
    google-t5/t5-small

    matches translation, multilingual · built for translation · 23,798,595 downloads · apache-2.0 license

  2. 2
    google-t5/t5-3b

    matches translation, multilingual · built for translation · 246,100 downloads · apache-2.0 license

  3. 3
    ai4bharat/indictrans2-en-indic-dist-200M

    matches translation, multilingual · built for translation · 239,476 downloads · mit license

  4. 4
    google-t5/t5-large

    matches translation, multilingual · built for translation · 189,467 downloads · apache-2.0 license

  5. 5
    ai4bharat/indictrans2-en-indic-1B

    matches translation, multilingual · built for translation · 68,239 downloads · mit license

  6. 6
    facebook/mbart-large-50-many-to-many-mmt

    matches translation, multilingual · built for translation · 59,860 downloads

Research to read

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Open-source tools and code

  1. 1
    argos-translate

    matches translate, translation · 6,562 GitHub stars · MIT license

  2. 2
    CTranslate2

    matches translate, translation · 4,708 GitHub stars · MIT license

  3. 3
    comic-translate

    matches translate, translation · 2,977 GitHub stars · Apache-2.0 license

  4. 4
    TranslateBooksWithLLMs

    matches translate, translation · 2,507 GitHub stars · AGPL-3.0 license

  5. 5
    Index-Translate

    matches translate, translation · 1,580 GitHub stars · Apache-2.0 license

  6. 6
    fastText_multilingual

    matches translation, multilingual · 1,203 GitHub stars · BSD-3-Clause license

Datasets

  1. 1
    wmt/wmt_t2t

    matches translation, multilingual · 37,843 downloads · unknown license

  2. 2
    Helsinki-NLP/opus-100

    matches translation, multilingual · 24,520 downloads

  3. 3
    NTU-NLP-sg/xCodeEval

    matches translation, multilingual · 29,369 downloads · cc-by-4.0 license

  4. 4
    lightonai/multilingual-embeddings-pre-training-curated

    matches translate, multilingual · 15,840 downloads

  5. 5
    mteb/amazon_massive_intent

    matches translate, multilingual · 25,151 downloads · apache-2.0 license

  6. 6
    openlanguagedata/flores_plus

    matches translation, multilingual · 12,925 downloads

Rankings are computed from public metadata and are a starting point, not a guarantee. Always test on your own data and check each license. Ask the community if you are unsure.