readme: ---
  language: 
  - da
  - sv
  - af
  - nn
  - fy
  - fo
  - de
  - nb
  - nl
  - is
  - en
  - lb
  - yi
  - gem
  
  tags:
  - translation
  
  license: apache-2.0
  ---
  
  ### gem-eng
  
  * source group: Germanic languages 
  * target group: English 
  *  OPUS readme: [gem-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/gem-eng/README.md)
  
  *  model: transformer
  * source language(s): afr ang_Latn dan deu enm_Latn fao frr fry gos got_Goth gsw isl ksh ltz nds nld nno nob nob_Hebr non_Latn pdc sco stq swe 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/gem-eng/opus2m-2020-08-01.zip)
  * test set translations: [opus2m-2020-08-01.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/gem-eng/opus2m-2020-08-01.test.txt)
  * test set scores: [opus2m-2020-08-01.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/gem-eng/opus2m-2020-08-01.eval.txt)
  
  ## Benchmarks
  
  | testset               | BLEU  | chr-F |
  |-----------------------|-------|-------|
  | newssyscomb2009-deueng.deu.eng 	| 27.2 	| 0.542 |
  | news-test2008-deueng.deu.eng 	| 26.3 	| 0.536 |
  | newstest2009-deueng.deu.eng 	| 25.1 	| 0.531 |
  | newstest2010-deueng.deu.eng 	| 28.3 	| 0.569 |
  | newstest2011-deueng.deu.eng 	| 26.0 	| 0.543 |
  | newstest2012-deueng.deu.eng 	| 26.8 	| 0.550 |
  | newstest2013-deueng.deu.eng 	| 30.2 	| 0.570 |
  | newstest2014-deen-deueng.deu.eng 	| 30.7 	| 0.574 |
  | newstest2015-ende-deueng.deu.eng 	| 32.1 	| 0.581 |
  | newstest2016-ende-deueng.deu.eng 	| 36.9 	| 0.624 |
  | newstest2017-ende-deueng.deu.eng 	| 32.8 	| 0.588 |
  | newstest2018-ende-deueng.deu.eng 	| 40.2 	| 0.640 |
  | newstest2019-deen-deueng.deu.eng 	| 36.8 	| 0.614 |
  | Tatoeba-test.afr-eng.afr.eng 	| 62.8 	| 0.758 |
  | Tatoeba-test.ang-eng.ang.eng 	| 10.5 	| 0.262 |
  | Tatoeba-test.dan-eng.dan.eng 	| 61.6 	| 0.754 |
  | Tatoeba-test.deu-eng.deu.eng 	| 49.7 	| 0.665 |
  | Tatoeba-test.enm-eng.enm.eng 	| 23.9 	| 0.491 |
  | Tatoeba-test.fao-eng.fao.eng 	| 23.4 	| 0.446 |
  | Tatoeba-test.frr-eng.frr.eng 	| 10.2 	| 0.184 |
  | Tatoeba-test.fry-eng.fry.eng 	| 29.6 	| 0.486 |
  | Tatoeba-test.gos-eng.gos.eng 	| 17.8 	| 0.352 |
  | Tatoeba-test.got-eng.got.eng 	| 0.1 	| 0.058 |
  | Tatoeba-test.gsw-eng.gsw.eng 	| 15.3 	| 0.333 |
  | Tatoeba-test.isl-eng.isl.eng 	| 51.0 	| 0.669 |
  | Tatoeba-test.ksh-eng.ksh.eng 	| 6.7 	| 0.266 |
  | Tatoeba-test.ltz-eng.ltz.eng 	| 33.0 	| 0.505 |
  | Tatoeba-test.multi.eng 	| 54.0 	| 0.687 |
  | Tatoeba-test.nds-eng.nds.eng 	| 33.6 	| 0.529 |
  | Tatoeba-test.nld-eng.nld.eng 	| 58.9 	| 0.733 |
  | Tatoeba-test.non-eng.non.eng 	| 37.3 	| 0.546 |
  | Tatoeba-test.nor-eng.nor.eng 	| 54.9 	| 0.696 |
  | Tatoeba-test.pdc-eng.pdc.eng 	| 29.6 	| 0.446 |
  | Tatoeba-test.sco-eng.sco.eng 	| 40.5 	| 0.581 |
  | Tatoeba-test.stq-eng.stq.eng 	| 14.5 	| 0.361 |
  | Tatoeba-test.swe-eng.swe.eng 	| 62.0 	| 0.745 |
  | Tatoeba-test.swg-eng.swg.eng 	| 17.1 	| 0.334 |
  | Tatoeba-test.yid-eng.yid.eng 	| 19.4 	| 0.400 |
  
  
  ### System Info: 
  - hf_name: gem-eng
  
  - source_languages: gem
  
  - target_languages: eng
  
  - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/gem-eng/README.md
  
  - original_repo: Tatoeba-Challenge
  
  - tags: ['translation']
  
  - languages: ['da', 'sv', 'af', 'nn', 'fy', 'fo', 'de', 'nb', 'nl', 'is', 'en', 'lb', 'yi', 'gem']
  
  - src_constituents: {'ksh', 'enm_Latn', 'got_Goth', 'stq', 'dan', 'swe', 'afr', 'pdc', 'gos', 'nno', 'fry', 'gsw', 'fao', 'deu', 'swg', 'sco', 'nob', 'nld', 'isl', 'eng', 'ltz', 'nob_Hebr', 'ang_Latn', 'frr', 'non_Latn', 'yid', 'nds'}
  
  - tgt_constituents: {'eng'}
  
  - src_multilingual: True
  
  - tgt_multilingual: False
  
  - prepro:  normalization + SentencePiece (spm32k,spm32k)
  
  - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/gem-eng/opus2m-2020-08-01.zip
  
  - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/gem-eng/opus2m-2020-08-01.test.txt
  
  - src_alpha3: gem
  
  - tgt_alpha3: eng
  
  - short_pair: gem-en
  
  - chrF2_score: 0.687
  
  - bleu: 54.0
  
  - brevity_penalty: 0.993
  
  - ref_len: 72120.0
  
  - src_name: Germanic languages
  
  - tgt_name: English
  
  - train_date: 2020-08-01
  
  - src_alpha2: gem
  
  - tgt_alpha2: en
  
  - prefer_old: False
  
  - long_pair: gem-eng
  
  - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
  
  - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b
  
  - port_machine: brutasse
  
  - port_time: 2020-08-21-14:41