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---
language:
-se
-fi
-hu
-et
-urj
tags:
- translation
license: apache-2.0
---
### urj-urj
* source group: Uralic languages
* target group: Uralic languages
* OPUS readme: [urj-urj](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/urj-urj/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-2020-07-27.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/urj-urj/opus-2020-07-27.zip)
* test set translations: [opus-2020-07-27.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/urj-urj/opus-2020-07-27.test.txt)
* test set scores: [opus-2020-07-27.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/urj-urj/opus-2020-07-27.eval.txt)
## Benchmarks
| testset | BLEU | chr-F |
|-----------------------|-------|-------|
| Tatoeba-test.est-est.est.est | 5.1 | 0.288 |
| Tatoeba-test.est-fin.est.fin | 50.9 | 0.709 |
| Tatoeba-test.est-fkv.est.fkv | 0.7 | 0.215 |
| Tatoeba-test.est-vep.est.vep | 1.0 | 0.154 |
| Tatoeba-test.fin-est.fin.est | 55.5 | 0.718 |
| Tatoeba-test.fin-fkv.fin.fkv | 1.8 | 0.254 |
| Tatoeba-test.fin-hun.fin.hun | 45.0 | 0.672 |
| Tatoeba-test.fin-izh.fin.izh | 7.1 | 0.492 |
| Tatoeba-test.fin-krl.fin.krl | 2.6 | 0.278 |
| Tatoeba-test.fkv-est.fkv.est | 0.6 | 0.099 |
| Tatoeba-test.fkv-fin.fkv.fin | 15.5 | 0.444 |
| Tatoeba-test.fkv-liv.fkv.liv | 0.6 | 0.101 |
| Tatoeba-test.fkv-vep.fkv.vep | 0.6 | 0.113 |
| Tatoeba-test.hun-fin.hun.fin | 46.3 | 0.675 |
| Tatoeba-test.izh-fin.izh.fin | 13.4 | 0.431 |
| Tatoeba-test.izh-krl.izh.krl | 2.9 | 0.078 |
| Tatoeba-test.krl-fin.krl.fin | 14.1 | 0.439 |
| Tatoeba-test.krl-izh.krl.izh | 1.0 | 0.125 |
| Tatoeba-test.liv-fkv.liv.fkv | 0.9 | 0.170 |
| Tatoeba-test.liv-vep.liv.vep | 2.6 | 0.176 |
| Tatoeba-test.multi.multi | 32.9 | 0.580 |
| Tatoeba-test.vep-est.vep.est | 3.4 | 0.265 |
| Tatoeba-test.vep-fkv.vep.fkv | 0.9 | 0.239 |
| Tatoeba-test.vep-liv.vep.liv | 2.6 | 0.190 |
### System Info:
- hf_name: urj-urj
- source_languages: urj
- target_languages: urj
- opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/urj-urj/README.md
- original_repo: Tatoeba-Challenge
- tags: ['translation']
- languages: ['se', 'fi', 'hu', 'et', 'urj']
- 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/urj-urj/opus-2020-07-27.zip
- url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/urj-urj/opus-2020-07-27.test.txt
- src_alpha3: urj
- tgt_alpha3: urj
- short_pair: urj-urj
- chrF2_score: 0.58
- bleu: 32.9
- brevity_penalty: 1.0
- ref_len: 19444.0
- src_name: Uralic languages
- tgt_name: Uralic languages
- train_date: 2020-07-27
- src_alpha2: urj
- tgt_alpha2: urj
- prefer_old: False
- long_pair: urj-urj
- helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
- transformers_git_sha: 6bdf998dffa70030e42f512a586f33a15e648edd
- port_machine: brutasse
- port_time: 2020-08-19-00:09 |