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README.md

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+---
+language: gem
+tags:
+- translation
+
+license: apache-2.0
+---
+
+### gem-eng
+
+* source group: Germanic languages 
+* target group: English 
+*  OPUS readme: [gem-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/gem-eng/README.md)
+
+*  model: transformer
+* source language(s): afr ang_Latn dan deu enm_Latn fao frr fry gos got_Goth gsw isl ksh ltz nds nld nno nob nob_Hebr non_Latn pdc sco stq swe swg yid
+* target language(s): eng
+* model: transformer
+* pre-processing: normalization + SentencePiece (spm32k,spm32k)
+* download original weights: [opus2m-2020-08-01.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/gem-eng/opus2m-2020-08-01.zip)
+* test set translations: [opus2m-2020-08-01.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/gem-eng/opus2m-2020-08-01.test.txt)
+* test set scores: [opus2m-2020-08-01.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/gem-eng/opus2m-2020-08-01.eval.txt)
+
+## Benchmarks
+
+| testset               | BLEU  | chr-F |
+|-----------------------|-------|-------|
+| newssyscomb2009-deueng.deu.eng 	| 27.2 	| 0.542 |
+| news-test2008-deueng.deu.eng 	| 26.3 	| 0.536 |
+| newstest2009-deueng.deu.eng 	| 25.1 	| 0.531 |
+| newstest2010-deueng.deu.eng 	| 28.3 	| 0.569 |
+| newstest2011-deueng.deu.eng 	| 26.0 	| 0.543 |
+| newstest2012-deueng.deu.eng 	| 26.8 	| 0.550 |
+| newstest2013-deueng.deu.eng 	| 30.2 	| 0.570 |
+| newstest2014-deen-deueng.deu.eng 	| 30.7 	| 0.574 |
+| newstest2015-ende-deueng.deu.eng 	| 32.1 	| 0.581 |
+| newstest2016-ende-deueng.deu.eng 	| 36.9 	| 0.624 |
+| newstest2017-ende-deueng.deu.eng 	| 32.8 	| 0.588 |
+| newstest2018-ende-deueng.deu.eng 	| 40.2 	| 0.640 |
+| newstest2019-deen-deueng.deu.eng 	| 36.8 	| 0.614 |
+| Tatoeba-test.afr-eng.afr.eng 	| 62.8 	| 0.758 |
+| Tatoeba-test.ang-eng.ang.eng 	| 10.5 	| 0.262 |
+| Tatoeba-test.dan-eng.dan.eng 	| 61.6 	| 0.754 |
+| Tatoeba-test.deu-eng.deu.eng 	| 49.7 	| 0.665 |
+| Tatoeba-test.enm-eng.enm.eng 	| 23.9 	| 0.491 |
+| Tatoeba-test.fao-eng.fao.eng 	| 23.4 	| 0.446 |
+| Tatoeba-test.frr-eng.frr.eng 	| 10.2 	| 0.184 |
+| Tatoeba-test.fry-eng.fry.eng 	| 29.6 	| 0.486 |
+| Tatoeba-test.gos-eng.gos.eng 	| 17.8 	| 0.352 |
+| Tatoeba-test.got-eng.got.eng 	| 0.1 	| 0.058 |
+| Tatoeba-test.gsw-eng.gsw.eng 	| 15.3 	| 0.333 |
+| Tatoeba-test.isl-eng.isl.eng 	| 51.0 	| 0.669 |
+| Tatoeba-test.ksh-eng.ksh.eng 	| 6.7 	| 0.266 |
+| Tatoeba-test.ltz-eng.ltz.eng 	| 33.0 	| 0.505 |
+| Tatoeba-test.multi.eng 	| 54.0 	| 0.687 |
+| Tatoeba-test.nds-eng.nds.eng 	| 33.6 	| 0.529 |
+| Tatoeba-test.nld-eng.nld.eng 	| 58.9 	| 0.733 |
+| Tatoeba-test.non-eng.non.eng 	| 37.3 	| 0.546 |
+| Tatoeba-test.nor-eng.nor.eng 	| 54.9 	| 0.696 |
+| Tatoeba-test.pdc-eng.pdc.eng 	| 29.6 	| 0.446 |
+| Tatoeba-test.sco-eng.sco.eng 	| 40.5 	| 0.581 |
+| Tatoeba-test.stq-eng.stq.eng 	| 14.5 	| 0.361 |
+| Tatoeba-test.swe-eng.swe.eng 	| 62.0 	| 0.745 |
+| Tatoeba-test.swg-eng.swg.eng 	| 17.1 	| 0.334 |
+| Tatoeba-test.yid-eng.yid.eng 	| 19.4 	| 0.400 |
+
+
+### System Info: 
+- hf_name: gem-eng
+
+- source_languages: gem
+
+- target_languages: eng
+
+- opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/gem-eng/README.md
+
+- original_repo: Tatoeba-Challenge
+
+- tags: ['translation']
+
+- prepro:  normalization + SentencePiece (spm32k,spm32k)
+
+- url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/gem-eng/opus2m-2020-08-01.zip
+
+- url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/gem-eng/opus2m-2020-08-01.test.txt
+
+- src_alpha3: gem
+
+- tgt_alpha3: eng
+
+- short_pair: gem-en
+
+- chrF2_score: 0.687
+
+- bleu: 54.0
+
+- brevity_penalty: 0.993
+
+- ref_len: 72120.0
+
+- src_name: Germanic languages
+
+- tgt_name: English
+
+- train_date: 2020-08-01
+
+- src_alpha2: gem
+
+- tgt_alpha2: en
+
+- prefer_old: False
+
+- long_pair: gem-eng
+
+- helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
+
+- transformers_git_sha: 46e9f53347bbe9e989f0335f98465f30886d8173
+
+- port_machine: brutasse
+
+- port_time: 2020-08-18-01:48