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README.md

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+---
+language: en
+tags:
+- translation
+
+license: apache-2.0
+---
+
+### eng-urj
+
+* source group: English 
+* target group: Uralic languages 
+*  OPUS readme: [eng-urj](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-urj/README.md)
+
+*  model: transformer
+* source language(s): eng
+* target language(s): est fin fkv_Latn hun izh kpv krl liv_Latn mdf mhr myv sma sme udm 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: [opus2m-2020-08-02.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-urj/opus2m-2020-08-02.zip)
+* test set translations: [opus2m-2020-08-02.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-urj/opus2m-2020-08-02.test.txt)
+* test set scores: [opus2m-2020-08-02.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-urj/opus2m-2020-08-02.eval.txt)
+
+## Benchmarks
+
+| testset               | BLEU  | chr-F |
+|-----------------------|-------|-------|
+| newsdev2015-enfi-engfin.eng.fin 	| 18.3 	| 0.519 |
+| newsdev2018-enet-engest.eng.est 	| 19.3 	| 0.520 |
+| newssyscomb2009-enghun.eng.hun 	| 15.4 	| 0.471 |
+| newstest2009-enghun.eng.hun 	| 15.7 	| 0.468 |
+| newstest2015-enfi-engfin.eng.fin 	| 20.2 	| 0.534 |
+| newstest2016-enfi-engfin.eng.fin 	| 20.7 	| 0.541 |
+| newstest2017-enfi-engfin.eng.fin 	| 23.6 	| 0.566 |
+| newstest2018-enet-engest.eng.est 	| 20.8 	| 0.535 |
+| newstest2018-enfi-engfin.eng.fin 	| 15.8 	| 0.499 |
+| newstest2019-enfi-engfin.eng.fin 	| 19.9 	| 0.518 |
+| newstestB2016-enfi-engfin.eng.fin 	| 16.6 	| 0.509 |
+| newstestB2017-enfi-engfin.eng.fin 	| 19.4 	| 0.529 |
+| Tatoeba-test.eng-chm.eng.chm 	| 1.3 	| 0.127 |
+| Tatoeba-test.eng-est.eng.est 	| 51.0 	| 0.692 |
+| Tatoeba-test.eng-fin.eng.fin 	| 34.6 	| 0.597 |
+| Tatoeba-test.eng-fkv.eng.fkv 	| 2.2 	| 0.302 |
+| Tatoeba-test.eng-hun.eng.hun 	| 35.6 	| 0.591 |
+| Tatoeba-test.eng-izh.eng.izh 	| 5.7 	| 0.211 |
+| Tatoeba-test.eng-kom.eng.kom 	| 3.0 	| 0.012 |
+| Tatoeba-test.eng-krl.eng.krl 	| 8.5 	| 0.230 |
+| Tatoeba-test.eng-liv.eng.liv 	| 2.7 	| 0.077 |
+| Tatoeba-test.eng-mdf.eng.mdf 	| 2.8 	| 0.007 |
+| Tatoeba-test.eng.multi 	| 35.1 	| 0.588 |
+| Tatoeba-test.eng-myv.eng.myv 	| 1.3 	| 0.014 |
+| Tatoeba-test.eng-sma.eng.sma 	| 1.8 	| 0.095 |
+| Tatoeba-test.eng-sme.eng.sme 	| 6.8 	| 0.204 |
+| Tatoeba-test.eng-udm.eng.udm 	| 1.1 	| 0.121 |
+
+
+### System Info: 
+- hf_name: eng-urj
+
+- source_languages: eng
+
+- target_languages: urj
+
+- opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-urj/README.md
+
+- original_repo: Tatoeba-Challenge
+
+- tags: ['translation']
+
+- prepro:  normalization + SentencePiece (spm32k,spm32k)
+
+- url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-urj/opus2m-2020-08-02.zip
+
+- url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-urj/opus2m-2020-08-02.test.txt
+
+- src_alpha3: eng
+
+- tgt_alpha3: urj
+
+- short_pair: en-urj
+
+- chrF2_score: 0.588
+
+- bleu: 35.1
+
+- brevity_penalty: 0.943
+
+- ref_len: 59664.0
+
+- src_name: English
+
+- tgt_name: Uralic languages
+
+- train_date: 2020-08-02
+
+- src_alpha2: en
+
+- tgt_alpha2: urj
+
+- prefer_old: False
+
+- long_pair: eng-urj
+
+- helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
+
+- transformers_git_sha: 46e9f53347bbe9e989f0335f98465f30886d8173
+
+- port_machine: brutasse
+
+- port_time: 2020-08-18-01:48