readme: ---
  language: 
  - en
  - poz
  
  tags:
  - translation
  
  license: apache-2.0
  ---
  
  ### eng-poz
  
  * source group: English 
  * target group: Malayo-Polynesian languages 
  *  OPUS readme: [eng-poz](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-poz/README.md)
  
  *  model: transformer
  * source language(s): eng
  * target language(s): akl_Latn ceb cha dtp fij gil haw hil iba ilo ind jav jav_Java lkt mad mah max_Latn min mlg mri nau niu pag pau rap smo sun tah tet tmw_Latn ton tvl war zlm_Latn zsm_Latn
  * 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: [opus-2020-07-27.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-poz/opus-2020-07-27.zip)
  * test set translations: [opus-2020-07-27.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-poz/opus-2020-07-27.test.txt)
  * test set scores: [opus-2020-07-27.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-poz/opus-2020-07-27.eval.txt)
  
  ## Benchmarks
  
  | testset               | BLEU  | chr-F |
  |-----------------------|-------|-------|
  | Tatoeba-test.eng-akl.eng.akl 	| 1.3 	| 0.086 |
  | Tatoeba-test.eng-ceb.eng.ceb 	| 10.2 	| 0.426 |
  | Tatoeba-test.eng-cha.eng.cha 	| 1.9 	| 0.196 |
  | Tatoeba-test.eng-dtp.eng.dtp 	| 0.4 	| 0.121 |
  | Tatoeba-test.eng-fij.eng.fij 	| 31.0 	| 0.463 |
  | Tatoeba-test.eng-gil.eng.gil 	| 45.4 	| 0.635 |
  | Tatoeba-test.eng-haw.eng.haw 	| 0.6 	| 0.104 |
  | Tatoeba-test.eng-hil.eng.hil 	| 14.4 	| 0.498 |
  | Tatoeba-test.eng-iba.eng.iba 	| 17.4 	| 0.414 |
  | Tatoeba-test.eng-ilo.eng.ilo 	| 33.1 	| 0.585 |
  | Tatoeba-test.eng-jav.eng.jav 	| 6.5 	| 0.309 |
  | Tatoeba-test.eng-lkt.eng.lkt 	| 0.5 	| 0.065 |
  | Tatoeba-test.eng-mad.eng.mad 	| 1.7 	| 0.156 |
  | Tatoeba-test.eng-mah.eng.mah 	| 12.7 	| 0.391 |
  | Tatoeba-test.eng-mlg.eng.mlg 	| 30.3 	| 0.504 |
  | Tatoeba-test.eng-mri.eng.mri 	| 8.2 	| 0.316 |
  | Tatoeba-test.eng-msa.eng.msa 	| 30.4 	| 0.561 |
  | Tatoeba-test.eng.multi 	| 16.2 	| 0.410 |
  | Tatoeba-test.eng-nau.eng.nau 	| 0.6 	| 0.087 |
  | Tatoeba-test.eng-niu.eng.niu 	| 33.2 	| 0.482 |
  | Tatoeba-test.eng-pag.eng.pag 	| 19.4 	| 0.555 |
  | Tatoeba-test.eng-pau.eng.pau 	| 1.0 	| 0.124 |
  | Tatoeba-test.eng-rap.eng.rap 	| 1.4 	| 0.090 |
  | Tatoeba-test.eng-smo.eng.smo 	| 12.9 	| 0.407 |
  | Tatoeba-test.eng-sun.eng.sun 	| 15.5 	| 0.364 |
  | Tatoeba-test.eng-tah.eng.tah 	| 9.5 	| 0.295 |
  | Tatoeba-test.eng-tet.eng.tet 	| 1.2 	| 0.146 |
  | Tatoeba-test.eng-ton.eng.ton 	| 23.7 	| 0.484 |
  | Tatoeba-test.eng-tvl.eng.tvl 	| 32.5 	| 0.549 |
  | Tatoeba-test.eng-war.eng.war 	| 12.6 	| 0.432 |
  
  
  ### System Info: 
  - hf_name: eng-poz
  
  - source_languages: eng
  
  - target_languages: poz
  
  - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-poz/README.md
  
  - original_repo: Tatoeba-Challenge
  
  - tags: ['translation']
  
  - languages: ['en', 'poz']
  
  - src_constituents: {'eng'}
  
  - tgt_constituents: set()
  
  - src_multilingual: False
  
  - tgt_multilingual: True
  
  - prepro:  normalization + SentencePiece (spm32k,spm32k)
  
  - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-poz/opus-2020-07-27.zip
  
  - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-poz/opus-2020-07-27.test.txt
  
  - src_alpha3: eng
  
  - tgt_alpha3: poz
  
  - short_pair: en-poz
  
  - chrF2_score: 0.41
  
  - bleu: 16.2
  
  - brevity_penalty: 1.0
  
  - ref_len: 66803.0
  
  - src_name: English
  
  - tgt_name: Malayo-Polynesian languages
  
  - train_date: 2020-07-27
  
  - src_alpha2: en
  
  - tgt_alpha2: poz
  
  - prefer_old: False
  
  - long_pair: eng-poz
  
  - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
  
  - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b
  
  - port_machine: brutasse
  
  - port_time: 2020-08-21-14:41