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README.md

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+---
+language: en
+tags:
+- translation
+
+license: apache-2.0
+---
+
+### eng-sla
+
+* source group: English 
+* target group: Slavic languages 
+*  OPUS readme: [eng-sla](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-sla/README.md)
+
+*  model: transformer
+* source language(s): eng
+* target language(s): bel bel_Latn bos_Latn bul bul_Latn ces csb_Latn dsb hrv hsb mkd orv_Cyrl pol rue rus slv srp_Cyrl srp_Latn ukr
+* 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-2020-08-01.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-sla/opus2m-2020-08-01.zip)
+* test set translations: [opus2m-2020-08-01.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-sla/opus2m-2020-08-01.test.txt)
+* test set scores: [opus2m-2020-08-01.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-sla/opus2m-2020-08-01.eval.txt)
+
+## Benchmarks
+
+| testset               | BLEU  | chr-F |
+|-----------------------|-------|-------|
+| newssyscomb2009-engces.eng.ces 	| 20.1 	| 0.484 |
+| news-test2008-engces.eng.ces 	| 17.7 	| 0.461 |
+| newstest2009-engces.eng.ces 	| 19.1 	| 0.479 |
+| newstest2010-engces.eng.ces 	| 19.3 	| 0.483 |
+| newstest2011-engces.eng.ces 	| 20.4 	| 0.486 |
+| newstest2012-engces.eng.ces 	| 18.3 	| 0.461 |
+| newstest2012-engrus.eng.rus 	| 27.4 	| 0.551 |
+| newstest2013-engces.eng.ces 	| 21.5 	| 0.489 |
+| newstest2013-engrus.eng.rus 	| 20.9 	| 0.490 |
+| newstest2015-encs-engces.eng.ces 	| 21.1 	| 0.496 |
+| newstest2015-enru-engrus.eng.rus 	| 24.5 	| 0.536 |
+| newstest2016-encs-engces.eng.ces 	| 23.6 	| 0.515 |
+| newstest2016-enru-engrus.eng.rus 	| 23.0 	| 0.519 |
+| newstest2017-encs-engces.eng.ces 	| 19.2 	| 0.474 |
+| newstest2017-enru-engrus.eng.rus 	| 25.0 	| 0.541 |
+| newstest2018-encs-engces.eng.ces 	| 19.3 	| 0.479 |
+| newstest2018-enru-engrus.eng.rus 	| 22.3 	| 0.526 |
+| newstest2019-encs-engces.eng.ces 	| 20.4 	| 0.486 |
+| newstest2019-enru-engrus.eng.rus 	| 24.0 	| 0.506 |
+| Tatoeba-test.eng-bel.eng.bel 	| 22.9 	| 0.489 |
+| Tatoeba-test.eng-bul.eng.bul 	| 46.7 	| 0.652 |
+| Tatoeba-test.eng-ces.eng.ces 	| 42.7 	| 0.624 |
+| Tatoeba-test.eng-csb.eng.csb 	| 1.4 	| 0.210 |
+| Tatoeba-test.eng-dsb.eng.dsb 	| 1.4 	| 0.165 |
+| Tatoeba-test.eng-hbs.eng.hbs 	| 40.3 	| 0.616 |
+| Tatoeba-test.eng-hsb.eng.hsb 	| 14.3 	| 0.344 |
+| Tatoeba-test.eng-mkd.eng.mkd 	| 44.1 	| 0.635 |
+| Tatoeba-test.eng.multi 	| 41.0 	| 0.610 |
+| Tatoeba-test.eng-orv.eng.orv 	| 0.3 	| 0.014 |
+| Tatoeba-test.eng-pol.eng.pol 	| 42.0 	| 0.637 |
+| Tatoeba-test.eng-rue.eng.rue 	| 0.3 	| 0.012 |
+| Tatoeba-test.eng-rus.eng.rus 	| 40.5 	| 0.612 |
+| Tatoeba-test.eng-slv.eng.slv 	| 18.8 	| 0.357 |
+| Tatoeba-test.eng-ukr.eng.ukr 	| 38.8 	| 0.600 |
+
+
+### System Info: 
+- hf_name: eng-sla
+
+- source_languages: eng
+
+- target_languages: sla
+
+- opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-sla/README.md
+
+- original_repo: Tatoeba-Challenge
+
+- tags: ['translation']
+
+- prepro:  normalization + SentencePiece (spm32k,spm32k)
+
+- url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-sla/opus2m-2020-08-01.zip
+
+- url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-sla/opus2m-2020-08-01.test.txt
+
+- src_alpha3: eng
+
+- tgt_alpha3: sla
+
+- short_pair: en-sla
+
+- chrF2_score: 0.61
+
+- bleu: 41.0
+
+- brevity_penalty: 0.976
+
+- ref_len: 64809.0
+
+- src_name: English
+
+- tgt_name: Slavic languages
+
+- train_date: 2020-08-01
+
+- src_alpha2: en
+
+- tgt_alpha2: sla
+
+- prefer_old: False
+
+- long_pair: eng-sla
+
+- helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
+
+- transformers_git_sha: 46e9f53347bbe9e989f0335f98465f30886d8173
+
+- port_machine: brutasse
+
+- port_time: 2020-08-18-01:48