readme: ---
  language: 
  - nl
  - en
  - lb
  - af
  - de
  - fy
  - yi
  - gmw
  
  tags:
  - translation
  
  license: apache-2.0
  ---
  
  ### gmw-eng
  
  * source group: West Germanic languages 
  * target group: English 
  *  OPUS readme: [gmw-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/gmw-eng/README.md)
  
  *  model: transformer
  * source language(s): afr ang_Latn deu enm_Latn frr fry gos gsw ksh ltz nds nld pdc sco stq swg yid
  * target language(s): eng
  * model: transformer
  * pre-processing: normalization + SentencePiece (spm32k,spm32k)
  * download original weights: [opus2m-2020-08-01.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/gmw-eng/opus2m-2020-08-01.zip)
  * test set translations: [opus2m-2020-08-01.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/gmw-eng/opus2m-2020-08-01.test.txt)
  * test set scores: [opus2m-2020-08-01.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/gmw-eng/opus2m-2020-08-01.eval.txt)
  
  ## Benchmarks
  
  | testset               | BLEU  | chr-F |
  |-----------------------|-------|-------|
  | newssyscomb2009-deueng.deu.eng 	| 27.2 	| 0.538 |
  | news-test2008-deueng.deu.eng 	| 25.7 	| 0.534 |
  | newstest2009-deueng.deu.eng 	| 25.1 	| 0.530 |
  | newstest2010-deueng.deu.eng 	| 27.9 	| 0.565 |
  | newstest2011-deueng.deu.eng 	| 25.3 	| 0.539 |
  | newstest2012-deueng.deu.eng 	| 26.6 	| 0.548 |
  | newstest2013-deueng.deu.eng 	| 29.6 	| 0.565 |
  | newstest2014-deen-deueng.deu.eng 	| 30.2 	| 0.571 |
  | newstest2015-ende-deueng.deu.eng 	| 31.5 	| 0.577 |
  | newstest2016-ende-deueng.deu.eng 	| 36.7 	| 0.622 |
  | newstest2017-ende-deueng.deu.eng 	| 32.3 	| 0.585 |
  | newstest2018-ende-deueng.deu.eng 	| 39.9 	| 0.638 |
  | newstest2019-deen-deueng.deu.eng 	| 35.9 	| 0.611 |
  | Tatoeba-test.afr-eng.afr.eng 	| 61.8 	| 0.750 |
  | Tatoeba-test.ang-eng.ang.eng 	| 7.3 	| 0.220 |
  | Tatoeba-test.deu-eng.deu.eng 	| 48.3 	| 0.657 |
  | Tatoeba-test.enm-eng.enm.eng 	| 16.1 	| 0.423 |
  | Tatoeba-test.frr-eng.frr.eng 	| 7.0 	| 0.168 |
  | Tatoeba-test.fry-eng.fry.eng 	| 28.6 	| 0.488 |
  | Tatoeba-test.gos-eng.gos.eng 	| 15.5 	| 0.326 |
  | Tatoeba-test.gsw-eng.gsw.eng 	| 12.7 	| 0.308 |
  | Tatoeba-test.ksh-eng.ksh.eng 	| 8.4 	| 0.254 |
  | Tatoeba-test.ltz-eng.ltz.eng 	| 28.7 	| 0.453 |
  | Tatoeba-test.multi.eng 	| 48.5 	| 0.646 |
  | Tatoeba-test.nds-eng.nds.eng 	| 31.4 	| 0.509 |
  | Tatoeba-test.nld-eng.nld.eng 	| 58.1 	| 0.728 |
  | Tatoeba-test.pdc-eng.pdc.eng 	| 25.1 	| 0.406 |
  | Tatoeba-test.sco-eng.sco.eng 	| 40.8 	| 0.570 |
  | Tatoeba-test.stq-eng.stq.eng 	| 20.3 	| 0.380 |
  | Tatoeba-test.swg-eng.swg.eng 	| 20.5 	| 0.315 |
  | Tatoeba-test.yid-eng.yid.eng 	| 16.0 	| 0.366 |
  
  
  ### System Info: 
  - hf_name: gmw-eng
  
  - source_languages: gmw
  
  - target_languages: eng
  
  - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/gmw-eng/README.md
  
  - original_repo: Tatoeba-Challenge
  
  - tags: ['translation']
  
  - languages: ['nl', 'en', 'lb', 'af', 'de', 'fy', 'yi', 'gmw']
  
  - src_constituents: {'ksh', 'nld', 'eng', 'enm_Latn', 'ltz', 'stq', 'afr', 'pdc', 'deu', 'gos', 'ang_Latn', 'fry', 'gsw', 'frr', 'nds', 'yid', 'swg', 'sco'}
  
  - tgt_constituents: {'eng'}
  
  - src_multilingual: True
  
  - tgt_multilingual: False
  
  - prepro:  normalization + SentencePiece (spm32k,spm32k)
  
  - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/gmw-eng/opus2m-2020-08-01.zip
  
  - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/gmw-eng/opus2m-2020-08-01.test.txt
  
  - src_alpha3: gmw
  
  - tgt_alpha3: eng
  
  - short_pair: gmw-en
  
  - chrF2_score: 0.6459999999999999
  
  - bleu: 48.5
  
  - brevity_penalty: 0.997
  
  - ref_len: 72584.0
  
  - src_name: West Germanic languages
  
  - tgt_name: English
  
  - train_date: 2020-08-01
  
  - src_alpha2: gmw
  
  - tgt_alpha2: en
  
  - prefer_old: False
  
  - long_pair: gmw-eng
  
  - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
  
  - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b
  
  - port_machine: brutasse
  
  - port_time: 2020-08-21-14:41