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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-fiu
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* source languages: fiu
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* target languages: fiu
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* OPUS readme: [fiu-fiu](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fiu-fiu/README.md)
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* dataset: opus
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* model: transformer
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* source language(s): est fin fkv_Latn hun izh krl liv_Latn vep vro
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* target language(s): est fin fkv_Latn hun izh krl liv_Latn vep vro
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* model: transformer
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* pre-processing: normalization + SentencePiece (spm32k,spm32k)
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* a sentence initial language token is required in the form of `>>id<<` (id = valid target language ID)
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* download original weights: [opus-2020-07-26.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/fiu-fiu/opus-2020-07-26.zip)
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* 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)
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* 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)
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## Benchmarks
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| testset | BLEU | chr-F |
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|-----------------------|-------|-------|
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| Tatoeba-test.est-est.est.est | 2.0 | 0.252 |
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| Tatoeba-test.est-fin.est.fin | 51.0 | 0.704 |
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| Tatoeba-test.est-fkv.est.fkv | 1.1 | 0.211 |
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| Tatoeba-test.est-vep.est.vep | 3.1 | 0.272 |
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| Tatoeba-test.fin-est.fin.est | 55.2 | 0.722 |
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| Tatoeba-test.fin-fkv.fin.fkv | 1.6 | 0.207 |
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| Tatoeba-test.fin-hun.fin.hun | 42.4 | 0.663 |
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| Tatoeba-test.fin-izh.fin.izh | 12.9 | 0.509 |
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| Tatoeba-test.fin-krl.fin.krl | 4.6 | 0.292 |
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| Tatoeba-test.fkv-est.fkv.est | 2.4 | 0.148 |
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| Tatoeba-test.fkv-fin.fkv.fin | 15.1 | 0.427 |
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| Tatoeba-test.fkv-liv.fkv.liv | 1.2 | 0.261 |
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| Tatoeba-test.fkv-vep.fkv.vep | 1.2 | 0.233 |
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| Tatoeba-test.hun-fin.hun.fin | 47.8 | 0.681 |
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| Tatoeba-test.izh-fin.izh.fin | 24.0 | 0.615 |
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| Tatoeba-test.izh-krl.izh.krl | 1.8 | 0.114 |
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| Tatoeba-test.krl-fin.krl.fin | 13.6 | 0.407 |
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| Tatoeba-test.krl-izh.krl.izh | 2.7 | 0.096 |
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| Tatoeba-test.liv-fkv.liv.fkv | 1.2 | 0.164 |
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| Tatoeba-test.liv-vep.liv.vep | 3.4 | 0.181 |
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| Tatoeba-test.multi.multi | 36.7 | 0.581 |
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| Tatoeba-test.vep-est.vep.est | 3.4 | 0.251 |
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| Tatoeba-test.vep-fkv.vep.fkv | 1.2 | 0.215 |
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| Tatoeba-test.vep-liv.vep.liv | 3.4 | 0.179 |
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