readme: ---
  language: 
  - eo
  - io
  - art
  - en
  
  tags:
  - translation
  
  license: apache-2.0
  ---
  
  ### art-eng
  
  * source group: Artificial languages 
  * target group: English 
  *  OPUS readme: [art-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/art-eng/README.md)
  
  *  model: transformer
  * source language(s): afh_Latn avk_Latn dws_Latn epo ido ido_Latn ile_Latn ina_Latn jbo jbo_Cyrl jbo_Latn ldn_Latn lfn_Cyrl lfn_Latn nov_Latn qya qya_Latn sjn_Latn tlh_Latn tzl tzl_Latn vol_Latn
  * 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/art-eng/opus2m-2020-07-31.zip)
  * test set translations: [opus2m-2020-07-31.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/art-eng/opus2m-2020-07-31.test.txt)
  * test set scores: [opus2m-2020-07-31.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/art-eng/opus2m-2020-07-31.eval.txt)
  
  ## Benchmarks
  
  | testset               | BLEU  | chr-F |
  |-----------------------|-------|-------|
  | Tatoeba-test.afh-eng.afh.eng 	| 1.2 	| 0.099 |
  | Tatoeba-test.avk-eng.avk.eng 	| 0.4 	| 0.105 |
  | Tatoeba-test.dws-eng.dws.eng 	| 1.6 	| 0.076 |
  | Tatoeba-test.epo-eng.epo.eng 	| 34.6 	| 0.530 |
  | Tatoeba-test.ido-eng.ido.eng 	| 12.7 	| 0.310 |
  | Tatoeba-test.ile-eng.ile.eng 	| 4.6 	| 0.218 |
  | Tatoeba-test.ina-eng.ina.eng 	| 5.8 	| 0.254 |
  | Tatoeba-test.jbo-eng.jbo.eng 	| 0.2 	| 0.115 |
  | Tatoeba-test.ldn-eng.ldn.eng 	| 0.7 	| 0.083 |
  | Tatoeba-test.lfn-eng.lfn.eng 	| 1.8 	| 0.172 |
  | Tatoeba-test.multi.eng 	| 11.6 	| 0.287 |
  | Tatoeba-test.nov-eng.nov.eng 	| 5.1 	| 0.215 |
  | Tatoeba-test.qya-eng.qya.eng 	| 0.7 	| 0.113 |
  | Tatoeba-test.sjn-eng.sjn.eng 	| 0.9 	| 0.090 |
  | Tatoeba-test.tlh-eng.tlh.eng 	| 0.2 	| 0.124 |
  | Tatoeba-test.tzl-eng.tzl.eng 	| 1.4 	| 0.109 |
  | Tatoeba-test.vol-eng.vol.eng 	| 0.5 	| 0.115 |
  
  
  ### System Info: 
  - hf_name: art-eng
  
  - source_languages: art
  
  - target_languages: eng
  
  - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/art-eng/README.md
  
  - original_repo: Tatoeba-Challenge
  
  - tags: ['translation']
  
  - languages: ['eo', 'io', 'art', 'en']
  
  - src_constituents: {'sjn_Latn', 'tzl', 'vol_Latn', 'qya', 'tlh_Latn', 'ile_Latn', 'ido_Latn', 'tzl_Latn', 'jbo_Cyrl', 'jbo', 'lfn_Latn', 'nov_Latn', 'dws_Latn', 'ldn_Latn', 'avk_Latn', 'lfn_Cyrl', 'ina_Latn', 'jbo_Latn', 'epo', 'afh_Latn', 'qya_Latn', 'ido'}
  
  - tgt_constituents: {'eng'}
  
  - src_multilingual: True
  
  - tgt_multilingual: False
  
  - prepro:  normalization + SentencePiece (spm32k,spm32k)
  
  - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/art-eng/opus2m-2020-07-31.zip
  
  - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/art-eng/opus2m-2020-07-31.test.txt
  
  - src_alpha3: art
  
  - tgt_alpha3: eng
  
  - short_pair: art-en
  
  - chrF2_score: 0.287
  
  - bleu: 11.6
  
  - brevity_penalty: 1.0
  
  - ref_len: 73037.0
  
  - src_name: Artificial languages
  
  - tgt_name: English
  
  - train_date: 2020-07-31
  
  - src_alpha2: art
  
  - tgt_alpha2: en
  
  - prefer_old: False
  
  - long_pair: art-eng
  
  - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
  
  - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b
  
  - port_machine: brutasse
  
  - port_time: 2020-08-21-14:41