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Helsinki-NLP/opus-mt-en-bat

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
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eng-bat

  • —source group: English
  • —target group: Baltic languages
  • —OPUS readme: eng-bat
  • —model: transformer
  • —source language(s): eng
  • —target language(s): lav lit ltg prg_Latn sgs
  • —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: opus2m-2020-08-01.zip
  • —test set translations: opus2m-2020-08-01.test.txt
  • —test set scores: opus2m-2020-08-01.eval.txt

Benchmarks

testsetBLEUchr-F
newsdev2017-enlv-englav.eng.lav24.00.546
newsdev2019-enlt-englit.eng.lit20.90.533
newstest2017-enlv-englav.eng.lav18.30.506
newstest2019-enlt-englit.eng.lit13.60.466
Tatoeba-test.eng-lav.eng.lav42.80.652
Tatoeba-test.eng-lit.eng.lit37.10.650
Tatoeba-test.eng.multi37.00.616
Tatoeba-test.eng-prg.eng.prg0.50.130
Tatoeba-test.eng-sgs.eng.sgs4.10.178

System Info:

  • —hf_name: eng-bat
  • —source_languages: eng
  • —target_languages: bat
  • —opusreadmeurl: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-bat/README.md
  • —original_repo: Tatoeba-Challenge
  • —tags: ['translation']
  • —languages: ['en', 'lt', 'lv', 'bat']
  • —src_constituents: {'eng'}
  • —tgtconstituents: {'lit', 'lav', 'prgLatn', 'ltg', 'sgs'}
  • —src_multilingual: False
  • —tgt_multilingual: True
  • —prepro: normalization + SentencePiece (spm32k,spm32k)
  • —url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-bat/opus2m-2020-08-01.zip
  • —urltestset: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-bat/opus2m-2020-08-01.test.txt
  • —src_alpha3: eng
  • —tgt_alpha3: bat
  • —short_pair: en-bat
  • —chrF2_score: 0.616
  • —bleu: 37.0
  • —brevity_penalty: 0.956
  • —ref_len: 26417.0
  • —src_name: English
  • —tgt_name: Baltic languages
  • —train_date: 2020-08-01
  • —src_alpha2: en
  • —tgt_alpha2: bat
  • —prefer_old: False
  • —long_pair: eng-bat
  • —helsinkigitsha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
  • —transformersgitsha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b
  • —port_machine: brutasse
  • —port_time: 2020-08-21-14:41