readme: ---
  language: 
  - fj
  - mi
  - ty
  - to
  - na
  - sm
  - mh
  - pqe
  - en
  
  tags:
  - translation
  
  license: apache-2.0
  ---
  
  ### pqe-eng
  
  * source group: Eastern Malayo-Polynesian languages 
  * target group: English 
  *  OPUS readme: [pqe-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/pqe-eng/README.md)
  
  *  model: transformer
  * source language(s): fij gil haw mah mri nau niu rap smo tah ton tvl
  * target language(s): eng
  * model: transformer
  * pre-processing: normalization + SentencePiece (spm32k,spm32k)
  * download original weights: [opus-2020-06-28.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/pqe-eng/opus-2020-06-28.zip)
  * test set translations: [opus-2020-06-28.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/pqe-eng/opus-2020-06-28.test.txt)
  * test set scores: [opus-2020-06-28.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/pqe-eng/opus-2020-06-28.eval.txt)
  
  ## Benchmarks
  
  | testset               | BLEU  | chr-F |
  |-----------------------|-------|-------|
  | Tatoeba-test.fij-eng.fij.eng 	| 26.9 	| 0.361 |
  | Tatoeba-test.gil-eng.gil.eng 	| 49.0 	| 0.618 |
  | Tatoeba-test.haw-eng.haw.eng 	| 1.6 	| 0.126 |
  | Tatoeba-test.mah-eng.mah.eng 	| 13.7 	| 0.257 |
  | Tatoeba-test.mri-eng.mri.eng 	| 7.4 	| 0.250 |
  | Tatoeba-test.multi.eng 	| 12.6 	| 0.268 |
  | Tatoeba-test.nau-eng.nau.eng 	| 2.3 	| 0.125 |
  | Tatoeba-test.niu-eng.niu.eng 	| 34.4 	| 0.471 |
  | Tatoeba-test.rap-eng.rap.eng 	| 10.3 	| 0.215 |
  | Tatoeba-test.smo-eng.smo.eng 	| 28.5 	| 0.413 |
  | Tatoeba-test.tah-eng.tah.eng 	| 12.1 	| 0.199 |
  | Tatoeba-test.ton-eng.ton.eng 	| 41.8 	| 0.517 |
  | Tatoeba-test.tvl-eng.tvl.eng 	| 42.9 	| 0.540 |
  
  
  ### System Info: 
  - hf_name: pqe-eng
  
  - source_languages: pqe
  
  - target_languages: eng
  
  - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/pqe-eng/README.md
  
  - original_repo: Tatoeba-Challenge
  
  - tags: ['translation']
  
  - languages: ['fj', 'mi', 'ty', 'to', 'na', 'sm', 'mh', 'pqe', 'en']
  
  - src_constituents: {'haw', 'gil', 'rap', 'fij', 'tvl', 'mri', 'tah', 'niu', 'ton', 'nau', 'smo', 'mah'}
  
  - tgt_constituents: {'eng'}
  
  - src_multilingual: True
  
  - tgt_multilingual: False
  
  - prepro:  normalization + SentencePiece (spm32k,spm32k)
  
  - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/pqe-eng/opus-2020-06-28.zip
  
  - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/pqe-eng/opus-2020-06-28.test.txt
  
  - src_alpha3: pqe
  
  - tgt_alpha3: eng
  
  - short_pair: pqe-en
  
  - chrF2_score: 0.268
  
  - bleu: 12.6
  
  - brevity_penalty: 1.0
  
  - ref_len: 4568.0
  
  - src_name: Eastern Malayo-Polynesian languages
  
  - tgt_name: English
  
  - train_date: 2020-06-28
  
  - src_alpha2: pqe
  
  - tgt_alpha2: en
  
  - prefer_old: False
  
  - long_pair: pqe-eng
  
  - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
  
  - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b
  
  - port_machine: brutasse
  
  - port_time: 2020-08-21-14:41