zlw-fiu

  • source language name: West Slavic languages
  • target language name: Finno-Ugrian languages
  • OPUS readme: README.md
  • model: transformer
  • source language codes: dsb, cs, csb_Latn, hsb, pl, zlw
  • target language codes: hu, vro, fi, liv_Latn, mdf, krl, fkv_Latn, mhr, et, sma, udm, vep, myv, kpv, se, izh, fiu
  • dataset: opus
  • release date: 2021-02-18
  • pre-processing: normalization + SentencePiece (spm32k,spm32k)
  • download original weights: opus-2021-02-18.zip
  • a sentence-initial language token is required in the form of >>id<<(id = valid, usually three-letter target language ID)
  • Training data:
    • ces-fin: Tatoeba-train (1000000)
    • ces-hun: Tatoeba-train (1000000)
    • pol-est: Tatoeba-train (1000000)
    • pol-fin: Tatoeba-train (1000000)
    • pol-hun: Tatoeba-train (1000000)
  • Validation data:
    • ces-fin: Tatoeba-dev, 1000
    • ces-hun: Tatoeba-dev, 1000
    • est-pol: Tatoeba-dev, 1000
    • fin-pol: Tatoeba-dev, 1000
    • hun-pol: Tatoeba-dev, 1000
    • mhr-pol: Tatoeba-dev, 461
    • total-size-shuffled: 5426
    • devset-selected: top 5000 lines of Tatoeba-dev.src.shuffled!
  • Test data:
    • newssyscomb2009.ces-hun: 502/9733
    • newstest2009.ces-hun: 2525/54965
    • Tatoeba-test.ces-fin: 88/408
    • Tatoeba-test.ces-hun: 1911/10336
    • Tatoeba-test.multi-multi: 4562/25497
    • Tatoeba-test.pol-chm: 5/36
    • Tatoeba-test.pol-est: 15/98
    • Tatoeba-test.pol-fin: 609/3293
    • Tatoeba-test.pol-hun: 1934/11285
  • test set translations file: test.txt
  • test set scores file: eval.txt
  • BLEU-scores
    Test set score
    Tatoeba-test.ces-fin 57.2
    Tatoeba-test.ces-hun 42.6
    Tatoeba-test.multi-multi 39.4
    Tatoeba-test.pol-hun 36.6
    Tatoeba-test.pol-fin 36.1
    Tatoeba-test.pol-est 20.9
    newssyscomb2009.ces-hun 13.9
    newstest2009.ces-hun 13.9
    Tatoeba-test.pol-chm 2.0
  • chr-F-scores
    Test set score
    Tatoeba-test.ces-fin 0.71
    Tatoeba-test.ces-hun 0.637
    Tatoeba-test.multi-multi 0.616
    Tatoeba-test.pol-hun 0.605
    Tatoeba-test.pol-fin 0.592
    newssyscomb2009.ces-hun 0.449
    newstest2009.ces-hun 0.443
    Tatoeba-test.pol-est 0.372
    Tatoeba-test.pol-chm 0.007

System Info:

  • hf_name: zlw-fiu
  • source_languages: dsb,cs,csb_Latn,hsb,pl,zlw
  • target_languages: hu,vro,fi,liv_Latn,mdf,krl,fkv_Latn,mhr,et,sma,udm,vep,myv,kpv,se,izh,fiu
  • opus_readme_url: https://object.pouta.csc.fi/Tatoeba-MT-models/zlw-fiu/opus-2021-02-18.zip/README.md
  • original_repo: Tatoeba-Challenge
  • tags: ['translation']
  • languages: ['dsb', 'cs', 'csb_Latn', 'hsb', 'pl', 'zlw', 'hu', 'vro', 'fi', 'liv_Latn', 'mdf', 'krl', 'fkv_Latn', 'mhr', 'et', 'sma', 'udm', 'vep', 'myv', 'kpv', 'se', 'izh', 'fiu']
  • src_constituents: ['dsb', 'ces', 'csb_Latn', 'hsb', 'pol']
  • tgt_constituents: ['hun', 'vro', 'fin', 'liv_Latn', 'mdf', 'krl', 'fkv_Latn', 'mhr', 'est', 'sma', 'udm', 'vep', 'myv', 'kpv', 'sme', 'izh']
  • src_multilingual: True
  • tgt_multilingual: True
  • helsinki_git_sha: a0966db6db0ae616a28471ff0faf461b36fec07d
  • transformers_git_sha: 3857f2b4e34912c942694489c2b667d9476e55f5
  • port_machine: bungle
  • port_time: 2021-06-29-15:24
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