Helsinki-NLP

Helsinki-NLP/opus-mt-en-dra

- en - ta - kn - ml - te - dra...

Model Documentation

eng-dra



* source group: English * target group: Dravidian languages * OPUS readme: eng-dra

* model: transformer * source language(s): eng * target language(s): kan mal tam tel * model: transformer * pre-processing: normalization + SentencePiece (spm32k,spm32k) * a sentence initial language token is required in the form of >>id<< (id = valid target language ID) * download original weights: opus-2020-07-26.zip * test set translations: opus-2020-07-26.test.txt * test set scores: opus-2020-07-26.eval.txt

Benchmarks



| testset | BLEU | chr-F | |-----------------------|-------|-------| | Tatoeba-test.eng-kan.eng.kan | 4.7 | 0.348 | | Tatoeba-test.eng-mal.eng.mal | 13.1 | 0.515 | | Tatoeba-test.eng.multi | 10.7 | 0.463 | | Tatoeba-test.eng-tam.eng.tam | 9.0 | 0.444 | | Tatoeba-test.eng-tel.eng.tel | 7.1 | 0.363 |

System Info:

  • hf_name: eng-dra


  • source_languages: eng


  • target_languages: dra


  • opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-dra/README.md


  • original_repo: Tatoeba-Challenge


  • tags: ['translation']


  • languages: ['en', 'ta', 'kn', 'ml', 'te', 'dra']


  • src_constituents: {'eng'}


  • tgt_constituents: {'tam', 'kan', 'mal', 'tel'}


  • src_multilingual: False


  • tgt_multilingual: True


  • prepro: normalization + SentencePiece (spm32k,spm32k)


  • url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-dra/opus-2020-07-26.zip


  • url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-dra/opus-2020-07-26.test.txt


  • src_alpha3: eng


  • tgt_alpha3: dra


  • short_pair: en-dra


  • chrF2_score: 0.46299999999999997


  • bleu: 10.7


  • brevity_penalty: 1.0


  • ref_len: 7928.0


  • src_name: English


  • tgt_name: Dravidian languages


  • train_date: 2020-07-26


  • src_alpha2: en


  • tgt_alpha2: dra


  • prefer_old: False


  • long_pair: eng-dra


  • helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535


  • transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b


  • port_machine: brutasse


  • port_time: 2020-08-21-14:41
  • Files & Weights

    FilenameSizeAction
    pytorch_model.bin 0.29 GB Download