readme: ---
  language: 
  - en
  - se
  - fi
  - hu
  - et
  - urj
  
  tags:
  - translation
  
  license: apache-2.0
  ---
  
  ### eng-urj
  
  * source group: English 
  * target group: Uralic languages 
  *  OPUS readme: [eng-urj](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-urj/README.md)
  
  *  model: transformer
  * source language(s): eng
  * target language(s): est fin fkv_Latn hun izh kpv krl liv_Latn mdf mhr myv sma sme udm vro
  * 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-2020-08-02.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-urj/opus2m-2020-08-02.zip)
  * test set translations: [opus2m-2020-08-02.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-urj/opus2m-2020-08-02.test.txt)
  * test set scores: [opus2m-2020-08-02.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-urj/opus2m-2020-08-02.eval.txt)
  
  ## Benchmarks
  
  | testset               | BLEU  | chr-F |
  |-----------------------|-------|-------|
  | newsdev2015-enfi-engfin.eng.fin 	| 18.3 	| 0.519 |
  | newsdev2018-enet-engest.eng.est 	| 19.3 	| 0.520 |
  | newssyscomb2009-enghun.eng.hun 	| 15.4 	| 0.471 |
  | newstest2009-enghun.eng.hun 	| 15.7 	| 0.468 |
  | newstest2015-enfi-engfin.eng.fin 	| 20.2 	| 0.534 |
  | newstest2016-enfi-engfin.eng.fin 	| 20.7 	| 0.541 |
  | newstest2017-enfi-engfin.eng.fin 	| 23.6 	| 0.566 |
  | newstest2018-enet-engest.eng.est 	| 20.8 	| 0.535 |
  | newstest2018-enfi-engfin.eng.fin 	| 15.8 	| 0.499 |
  | newstest2019-enfi-engfin.eng.fin 	| 19.9 	| 0.518 |
  | newstestB2016-enfi-engfin.eng.fin 	| 16.6 	| 0.509 |
  | newstestB2017-enfi-engfin.eng.fin 	| 19.4 	| 0.529 |
  | Tatoeba-test.eng-chm.eng.chm 	| 1.3 	| 0.127 |
  | Tatoeba-test.eng-est.eng.est 	| 51.0 	| 0.692 |
  | Tatoeba-test.eng-fin.eng.fin 	| 34.6 	| 0.597 |
  | Tatoeba-test.eng-fkv.eng.fkv 	| 2.2 	| 0.302 |
  | Tatoeba-test.eng-hun.eng.hun 	| 35.6 	| 0.591 |
  | Tatoeba-test.eng-izh.eng.izh 	| 5.7 	| 0.211 |
  | Tatoeba-test.eng-kom.eng.kom 	| 3.0 	| 0.012 |
  | Tatoeba-test.eng-krl.eng.krl 	| 8.5 	| 0.230 |
  | Tatoeba-test.eng-liv.eng.liv 	| 2.7 	| 0.077 |
  | Tatoeba-test.eng-mdf.eng.mdf 	| 2.8 	| 0.007 |
  | Tatoeba-test.eng.multi 	| 35.1 	| 0.588 |
  | Tatoeba-test.eng-myv.eng.myv 	| 1.3 	| 0.014 |
  | Tatoeba-test.eng-sma.eng.sma 	| 1.8 	| 0.095 |
  | Tatoeba-test.eng-sme.eng.sme 	| 6.8 	| 0.204 |
  | Tatoeba-test.eng-udm.eng.udm 	| 1.1 	| 0.121 |
  
  
  ### System Info: 
  - hf_name: eng-urj
  
  - source_languages: eng
  
  - target_languages: urj
  
  - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-urj/README.md
  
  - original_repo: Tatoeba-Challenge
  
  - tags: ['translation']
  
  - languages: ['en', 'se', 'fi', 'hu', 'et', 'urj']
  
  - src_constituents: {'eng'}
  
  - tgt_constituents: {'izh', 'mdf', 'vep', 'vro', 'sme', 'myv', 'fkv_Latn', 'krl', 'fin', 'hun', 'kpv', 'udm', 'liv_Latn', 'est', 'mhr', 'sma'}
  
  - src_multilingual: False
  
  - tgt_multilingual: True
  
  - prepro:  normalization + SentencePiece (spm32k,spm32k)
  
  - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-urj/opus2m-2020-08-02.zip
  
  - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-urj/opus2m-2020-08-02.test.txt
  
  - src_alpha3: eng
  
  - tgt_alpha3: urj
  
  - short_pair: en-urj
  
  - chrF2_score: 0.588
  
  - bleu: 35.1
  
  - brevity_penalty: 0.943
  
  - ref_len: 59664.0
  
  - src_name: English
  
  - tgt_name: Uralic languages
  
  - train_date: 2020-08-02
  
  - src_alpha2: en
  
  - tgt_alpha2: urj
  
  - prefer_old: False
  
  - long_pair: eng-urj
  
  - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
  
  - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b
  
  - port_machine: brutasse
  
  - port_time: 2020-08-21-14:41