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README.md
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---
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language: en
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tags:
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- translation
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license: apache-2.0
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---
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### eng-gmw
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* source group: English
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* target group: West Germanic languages
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* OPUS readme: [eng-gmw](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-gmw/README.md)
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* model: transformer
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* source language(s): eng
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* target language(s): afr ang_Latn deu enm_Latn frr fry gos gsw ksh ltz nds nld pdc sco stq swg yid
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* model: transformer
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* pre-processing: normalization + SentencePiece (spm32k,spm32k)
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* a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID)
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* download original weights: [opus2m-2020-08-01.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-gmw/opus2m-2020-08-01.zip)
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* test set translations: [opus2m-2020-08-01.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-gmw/opus2m-2020-08-01.test.txt)
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* test set scores: [opus2m-2020-08-01.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-gmw/opus2m-2020-08-01.eval.txt)
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## Benchmarks
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| testset | BLEU | chr-F |
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|-----------------------|-------|-------|
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| newssyscomb2009-engdeu.eng.deu | 21.4 | 0.518 |
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| news-test2008-engdeu.eng.deu | 21.0 | 0.510 |
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| newstest2009-engdeu.eng.deu | 20.4 | 0.513 |
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| newstest2010-engdeu.eng.deu | 22.9 | 0.528 |
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| newstest2011-engdeu.eng.deu | 20.5 | 0.508 |
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| newstest2012-engdeu.eng.deu | 21.0 | 0.507 |
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| newstest2013-engdeu.eng.deu | 24.7 | 0.533 |
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| newstest2015-ende-engdeu.eng.deu | 28.2 | 0.568 |
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| newstest2016-ende-engdeu.eng.deu | 33.3 | 0.605 |
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| newstest2017-ende-engdeu.eng.deu | 26.5 | 0.559 |
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| newstest2018-ende-engdeu.eng.deu | 39.9 | 0.649 |
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| newstest2019-ende-engdeu.eng.deu | 35.9 | 0.616 |
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| Tatoeba-test.eng-afr.eng.afr | 55.7 | 0.740 |
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| Tatoeba-test.eng-ang.eng.ang | 6.5 | 0.164 |
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| Tatoeba-test.eng-deu.eng.deu | 40.4 | 0.614 |
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| Tatoeba-test.eng-enm.eng.enm | 2.3 | 0.254 |
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| Tatoeba-test.eng-frr.eng.frr | 8.4 | 0.248 |
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| Tatoeba-test.eng-fry.eng.fry | 17.9 | 0.424 |
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| Tatoeba-test.eng-gos.eng.gos | 2.2 | 0.309 |
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| Tatoeba-test.eng-gsw.eng.gsw | 1.6 | 0.186 |
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| Tatoeba-test.eng-ksh.eng.ksh | 1.5 | 0.189 |
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| Tatoeba-test.eng-ltz.eng.ltz | 20.2 | 0.383 |
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| Tatoeba-test.eng.multi | 41.6 | 0.609 |
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| Tatoeba-test.eng-nds.eng.nds | 18.9 | 0.437 |
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| Tatoeba-test.eng-nld.eng.nld | 53.1 | 0.699 |
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| Tatoeba-test.eng-pdc.eng.pdc | 7.7 | 0.262 |
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| Tatoeba-test.eng-sco.eng.sco | 37.7 | 0.557 |
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| Tatoeba-test.eng-stq.eng.stq | 5.9 | 0.380 |
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| Tatoeba-test.eng-swg.eng.swg | 6.2 | 0.236 |
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| Tatoeba-test.eng-yid.eng.yid | 6.8 | 0.296 |
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### System Info:
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- hf_name: eng-gmw
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- source_languages: eng
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- target_languages: gmw
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- opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-gmw/README.md
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- original_repo: Tatoeba-Challenge
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- tags: ['translation']
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- prepro: normalization + SentencePiece (spm32k,spm32k)
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- url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-gmw/opus2m-2020-08-01.zip
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- url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-gmw/opus2m-2020-08-01.test.txt
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- src_alpha3: eng
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- tgt_alpha3: gmw
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- short_pair: en-gmw
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- chrF2_score: 0.609
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- bleu: 41.6
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- brevity_penalty: 0.9890000000000001
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- ref_len: 74922.0
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- src_name: English
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- tgt_name: West Germanic languages
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- train_date: 2020-08-01
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- src_alpha2: en
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- tgt_alpha2: gmw
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- prefer_old: False
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- long_pair: eng-gmw
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- helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
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- transformers_git_sha: 46e9f53347bbe9e989f0335f98465f30886d8173
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- port_machine: brutasse
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- port_time: 2020-08-18-01:48
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