readme: ---
  language: 
  - se
  - fi
  - hu
  - et
  - fiu
  
  tags:
  - translation
  
  license: apache-2.0
  ---
  
  ### fiu-fiu
  
  * source group: Finno-Ugrian languages 
  * target group: Finno-Ugrian languages 
  *  OPUS readme: [fiu-fiu](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fiu-fiu/README.md)
  
  *  model: transformer
  * source language(s): est fin fkv_Latn hun izh krl liv_Latn vep vro
  * target language(s): est fin fkv_Latn hun izh krl liv_Latn vep 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: [opus-2020-07-26.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/fiu-fiu/opus-2020-07-26.zip)
  * test set translations: [opus-2020-07-26.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/fiu-fiu/opus-2020-07-26.test.txt)
  * test set scores: [opus-2020-07-26.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/fiu-fiu/opus-2020-07-26.eval.txt)
  
  ## Benchmarks
  
  | testset               | BLEU  | chr-F |
  |-----------------------|-------|-------|
  | Tatoeba-test.est-est.est.est 	| 2.0 	| 0.252 |
  | Tatoeba-test.est-fin.est.fin 	| 51.0 	| 0.704 |
  | Tatoeba-test.est-fkv.est.fkv 	| 1.1 	| 0.211 |
  | Tatoeba-test.est-vep.est.vep 	| 3.1 	| 0.272 |
  | Tatoeba-test.fin-est.fin.est 	| 55.2 	| 0.722 |
  | Tatoeba-test.fin-fkv.fin.fkv 	| 1.6 	| 0.207 |
  | Tatoeba-test.fin-hun.fin.hun 	| 42.4 	| 0.663 |
  | Tatoeba-test.fin-izh.fin.izh 	| 12.9 	| 0.509 |
  | Tatoeba-test.fin-krl.fin.krl 	| 4.6 	| 0.292 |
  | Tatoeba-test.fkv-est.fkv.est 	| 2.4 	| 0.148 |
  | Tatoeba-test.fkv-fin.fkv.fin 	| 15.1 	| 0.427 |
  | Tatoeba-test.fkv-liv.fkv.liv 	| 1.2 	| 0.261 |
  | Tatoeba-test.fkv-vep.fkv.vep 	| 1.2 	| 0.233 |
  | Tatoeba-test.hun-fin.hun.fin 	| 47.8 	| 0.681 |
  | Tatoeba-test.izh-fin.izh.fin 	| 24.0 	| 0.615 |
  | Tatoeba-test.izh-krl.izh.krl 	| 1.8 	| 0.114 |
  | Tatoeba-test.krl-fin.krl.fin 	| 13.6 	| 0.407 |
  | Tatoeba-test.krl-izh.krl.izh 	| 2.7 	| 0.096 |
  | Tatoeba-test.liv-fkv.liv.fkv 	| 1.2 	| 0.164 |
  | Tatoeba-test.liv-vep.liv.vep 	| 3.4 	| 0.181 |
  | Tatoeba-test.multi.multi 	| 36.7 	| 0.581 |
  | Tatoeba-test.vep-est.vep.est 	| 3.4 	| 0.251 |
  | Tatoeba-test.vep-fkv.vep.fkv 	| 1.2 	| 0.215 |
  | Tatoeba-test.vep-liv.vep.liv 	| 3.4 	| 0.179 |
  
  
  ### System Info: 
  - hf_name: fiu-fiu
  
  - source_languages: fiu
  
  - target_languages: fiu
  
  - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fiu-fiu/README.md
  
  - original_repo: Tatoeba-Challenge
  
  - tags: ['translation']
  
  - languages: ['se', 'fi', 'hu', 'et', 'fiu']
  
  - src_constituents: {'izh', 'mdf', 'vep', 'vro', 'sme', 'myv', 'fkv_Latn', 'krl', 'fin', 'hun', 'kpv', 'udm', 'liv_Latn', 'est', 'mhr', 'sma'}
  
  - tgt_constituents: {'izh', 'mdf', 'vep', 'vro', 'sme', 'myv', 'fkv_Latn', 'krl', 'fin', 'hun', 'kpv', 'udm', 'liv_Latn', 'est', 'mhr', 'sma'}
  
  - src_multilingual: True
  
  - tgt_multilingual: True
  
  - prepro:  normalization + SentencePiece (spm32k,spm32k)
  
  - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/fiu-fiu/opus-2020-07-26.zip
  
  - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/fiu-fiu/opus-2020-07-26.test.txt
  
  - src_alpha3: fiu
  
  - tgt_alpha3: fiu
  
  - short_pair: fiu-fiu
  
  - chrF2_score: 0.581
  
  - bleu: 36.7
  
  - brevity_penalty: 0.981
  
  - ref_len: 19444.0
  
  - src_name: Finno-Ugrian languages
  
  - tgt_name: Finno-Ugrian languages
  
  - train_date: 2020-07-26
  
  - src_alpha2: fiu
  
  - tgt_alpha2: fiu
  
  - prefer_old: False
  
  - long_pair: fiu-fiu
  
  - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
  
  - transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b
  
  - port_machine: brutasse
  
  - port_time: 2020-08-21-14:41