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Helsinki-NLP/opus-mt-en-ar

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
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Model Card

eng-ara

  • source group: English
  • target group: Arabic
  • OPUS readme: eng-ara
  • model: transformer
  • source language(s): eng
  • target language(s): acm afb apc apcLatn ara araLatn arq arq_Latn ary arz
  • 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-2020-07-03.zip
  • test set translations: opus-2020-07-03.test.txt
  • test set scores: opus-2020-07-03.eval.txt

Benchmarks

testsetBLEUchr-F
Tatoeba-test.eng.ara14.00.437

System Info:

  • hf_name: eng-ara
  • source_languages: eng
  • target_languages: ara
  • opusreadmeurl: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-ara/README.md
  • original_repo: Tatoeba-Challenge
  • tags: ['translation']
  • languages: ['en', 'ar']
  • src_constituents: {'eng'}
  • tgtconstituents: {'apc', 'ara', 'arqLatn', 'arq', 'afb', 'araLatn', 'apcLatn', 'arz'}
  • src_multilingual: False
  • tgt_multilingual: False
  • prepro: normalization + SentencePiece (spm32k,spm32k)
  • url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-ara/opus-2020-07-03.zip
  • urltestset: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-ara/opus-2020-07-03.test.txt
  • src_alpha3: eng
  • tgt_alpha3: ara
  • short_pair: en-ar
  • chrF2_score: 0.43700000000000006
  • bleu: 14.0
  • brevity_penalty: 1.0
  • ref_len: 58935.0
  • src_name: English
  • tgt_name: Arabic
  • train_date: 2020-07-03
  • src_alpha2: en
  • tgt_alpha2: ar
  • prefer_old: False
  • long_pair: eng-ara
  • helsinkigitsha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
  • transformersgitsha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b
  • port_machine: brutasse
  • port_time: 2020-08-21-14:41