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README.md
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---
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language: fiu
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tags:
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- translation
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license: apache-2.0
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---
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### fiu-eng
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* source group: Finno-Ugrian languages
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* target group: English
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* OPUS readme: [fiu-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fiu-eng/README.md)
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* model: transformer
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* source language(s): est fin fkv_Latn hun izh kpv krl liv_Latn mdf mhr myv sma sme udm vro
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* target language(s): eng
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* model: transformer
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* pre-processing: normalization + SentencePiece (spm32k,spm32k)
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* download original weights: [opus2m-2020-07-31.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/fiu-eng/opus2m-2020-07-31.zip)
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* 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)
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* 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)
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## Benchmarks
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| testset | BLEU | chr-F |
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|-----------------------|-------|-------|
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| newsdev2015-enfi-fineng.fin.eng | 22.9 | 0.513 |
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| newsdev2018-enet-esteng.est.eng | 26.3 | 0.543 |
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| newssyscomb2009-huneng.hun.eng | 21.2 | 0.494 |
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| newstest2009-huneng.hun.eng | 19.8 | 0.486 |
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| newstest2015-enfi-fineng.fin.eng | 24.1 | 0.521 |
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| newstest2016-enfi-fineng.fin.eng | 25.6 | 0.541 |
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| newstest2017-enfi-fineng.fin.eng | 28.7 | 0.560 |
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| newstest2018-enet-esteng.est.eng | 26.5 | 0.549 |
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| newstest2018-enfi-fineng.fin.eng | 21.2 | 0.490 |
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| newstest2019-fien-fineng.fin.eng | 25.6 | 0.533 |
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| newstestB2016-enfi-fineng.fin.eng | 21.6 | 0.500 |
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| newstestB2017-enfi-fineng.fin.eng | 24.3 | 0.526 |
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| newstestB2017-fien-fineng.fin.eng | 24.3 | 0.526 |
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| Tatoeba-test.chm-eng.chm.eng | 1.2 | 0.163 |
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| Tatoeba-test.est-eng.est.eng | 55.3 | 0.706 |
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| Tatoeba-test.fin-eng.fin.eng | 48.7 | 0.660 |
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| Tatoeba-test.fkv-eng.fkv.eng | 11.5 | 0.384 |
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| Tatoeba-test.hun-eng.hun.eng | 46.7 | 0.638 |
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| Tatoeba-test.izh-eng.izh.eng | 48.3 | 0.678 |
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| Tatoeba-test.kom-eng.kom.eng | 0.7 | 0.113 |
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| Tatoeba-test.krl-eng.krl.eng | 36.1 | 0.485 |
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| Tatoeba-test.liv-eng.liv.eng | 2.1 | 0.086 |
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| Tatoeba-test.mdf-eng.mdf.eng | 0.9 | 0.120 |
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| Tatoeba-test.multi.eng | 47.8 | 0.648 |
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| Tatoeba-test.myv-eng.myv.eng | 0.7 | 0.121 |
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| Tatoeba-test.sma-eng.sma.eng | 1.7 | 0.101 |
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| Tatoeba-test.sme-eng.sme.eng | 7.8 | 0.229 |
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| Tatoeba-test.udm-eng.udm.eng | 0.9 | 0.166 |
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### System Info:
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- hf_name: fiu-eng
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- source_languages: fiu
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- target_languages: eng
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- opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fiu-eng/README.md
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- original_repo: Tatoeba-Challenge
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- tags: ['translation']
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- prepro: normalization + SentencePiece (spm32k,spm32k)
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- url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/fiu-eng/opus2m-2020-07-31.zip
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- url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/fiu-eng/opus2m-2020-07-31.test.txt
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- src_alpha3: fiu
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- tgt_alpha3: eng
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- short_pair: fiu-en
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- chrF2_score: 0.648
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- bleu: 47.8
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- brevity_penalty: 0.988
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- ref_len: 71020.0
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- src_name: Finno-Ugrian languages
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- tgt_name: English
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- train_date: 2020-07-31
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- src_alpha2: fiu
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- tgt_alpha2: en
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- prefer_old: False
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- long_pair: fiu-eng
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- helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
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- transformers_git_sha: 46e9f53347bbe9e989f0335f98465f30886d8173
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- port_machine: brutasse
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- port_time: 2020-08-18-01:48
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