readme: ---
  language: 
  - se
  - fi
  - hu
  - et
  - fiu
  - en
  
  tags:
  - translation
  
  license: apache-2.0
  ---
  
  ### fiu-eng
  
  * source group: Finno-Ugrian languages 
  * target group: English 
  *  OPUS readme: [fiu-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fiu-eng/README.md)
  
  *  model: transformer
  * source language(s): est fin fkv_Latn hun izh kpv krl liv_Latn mdf mhr myv sma sme udm vro
  * target language(s): eng
  * model: transformer
  * pre-processing: normalization + SentencePiece (spm32k,spm32k)
  * download original weights: [opus2m-2020-07-31.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/fiu-eng/opus2m-2020-07-31.zip)
  * test set translations: [opus2m-2020-07-31.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/fiu-eng/opus2m-2020-07-31.test.txt)
  * test set scores: [opus2m-2020-07-31.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/fiu-eng/opus2m-2020-07-31.eval.txt)
  
  ## Benchmarks
  
  | testset               | BLEU  | chr-F |
  |-----------------------|-------|-------|
  | newsdev2015-enfi-fineng.fin.eng 	| 22.9 	| 0.513 |
  | newsdev2018-enet-esteng.est.eng 	| 26.3 	| 0.543 |
  | newssyscomb2009-huneng.hun.eng 	| 21.2 	| 0.494 |
  | newstest2009-huneng.hun.eng 	| 19.8 	| 0.486 |
  | newstest2015-enfi-fineng.fin.eng 	| 24.1 	| 0.521 |
  | newstest2016-enfi-fineng.fin.eng 	| 25.6 	| 0.541 |
  | newstest2017-enfi-fineng.fin.eng 	| 28.7 	| 0.560 |
  | newstest2018-enet-esteng.est.eng 	| 26.5 	| 0.549 |
  | newstest2018-enfi-fineng.fin.eng 	| 21.2 	| 0.490 |
  | newstest2019-fien-fineng.fin.eng 	| 25.6 	| 0.533 |
  | newstestB2016-enfi-fineng.fin.eng 	| 21.6 	| 0.500 |
  | newstestB2017-enfi-fineng.fin.eng 	| 24.3 	| 0.526 |
  | newstestB2017-fien-fineng.fin.eng 	| 24.3 	| 0.526 |
  | Tatoeba-test.chm-eng.chm.eng 	| 1.2 	| 0.163 |
  | Tatoeba-test.est-eng.est.eng 	| 55.3 	| 0.706 |
  | Tatoeba-test.fin-eng.fin.eng 	| 48.7 	| 0.660 |
  | Tatoeba-test.fkv-eng.fkv.eng 	| 11.5 	| 0.384 |
  | Tatoeba-test.hun-eng.hun.eng 	| 46.7 	| 0.638 |
  | Tatoeba-test.izh-eng.izh.eng 	| 48.3 	| 0.678 |
  | Tatoeba-test.kom-eng.kom.eng 	| 0.7 	| 0.113 |
  | Tatoeba-test.krl-eng.krl.eng 	| 36.1 	| 0.485 |
  | Tatoeba-test.liv-eng.liv.eng 	| 2.1 	| 0.086 |
  | Tatoeba-test.mdf-eng.mdf.eng 	| 0.9 	| 0.120 |
  | Tatoeba-test.multi.eng 	| 47.8 	| 0.648 |
  | Tatoeba-test.myv-eng.myv.eng 	| 0.7 	| 0.121 |
  | Tatoeba-test.sma-eng.sma.eng 	| 1.7 	| 0.101 |
  | Tatoeba-test.sme-eng.sme.eng 	| 7.8 	| 0.229 |
  | Tatoeba-test.udm-eng.udm.eng 	| 0.9 	| 0.166 |
  
  
  ### System Info: 
  - hf_name: fiu-eng
  
  - source_languages: fiu
  
  - target_languages: eng
  
  - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fiu-eng/README.md
  
  - original_repo: Tatoeba-Challenge
  
  - tags: ['translation']
  
  - languages: ['se', 'fi', 'hu', 'et', 'fiu', 'en']
  
  - src_constituents: {'izh', 'mdf', 'vep', 'vro', 'sme', 'myv', 'fkv_Latn', 'krl', 'fin', 'hun', 'kpv', 'udm', 'liv_Latn', 'est', 'mhr', 'sma'}
  
  - tgt_constituents: {'eng'}
  
  - src_multilingual: True
  
  - tgt_multilingual: False
  
  - prepro:  normalization + SentencePiece (spm32k,spm32k)
  
  - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/fiu-eng/opus2m-2020-07-31.zip
  
  - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/fiu-eng/opus2m-2020-07-31.test.txt
  
  - src_alpha3: fiu
  
  - tgt_alpha3: eng
  
  - short_pair: fiu-en
  
  - chrF2_score: 0.648
  
  - bleu: 47.8
  
  - brevity_penalty: 0.988
  
  - ref_len: 71020.0
  
  - src_name: Finno-Ugrian languages
  
  - tgt_name: English
  
  - train_date: 2020-07-31
  
  - src_alpha2: fiu
  
  - tgt_alpha2: en
  
  - prefer_old: False
  
  - long_pair: fiu-eng
  
  - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
  
  - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b
  
  - port_machine: brutasse
  
  - port_time: 2020-08-21-14:41