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--- |
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language: |
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- en |
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- da |
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- sv |
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- af |
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- nn |
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- fy |
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- fo |
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- de |
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- nb |
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- nl |
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- is |
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- lb |
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- yi |
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- gem |
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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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### eng-gem |
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* source group: English |
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* target group: Germanic languages |
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* OPUS readme: [eng-gem](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-gem/README.md) |
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* model: transformer |
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* source language(s): eng |
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* target 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 |
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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: [opus2m-2020-08-01.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-gem/opus2m-2020-08-01.zip) |
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* test set translations: [opus2m-2020-08-01.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-gem/opus2m-2020-08-01.test.txt) |
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* test set scores: [opus2m-2020-08-01.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-gem/opus2m-2020-08-01.eval.txt) |
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## Benchmarks |
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| testset | BLEU | chr-F | |
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|-----------------------|-------|-------| |
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| newssyscomb2009-engdeu.eng.deu | 20.9 | 0.521 | |
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| news-test2008-engdeu.eng.deu | 21.1 | 0.511 | |
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| newstest2009-engdeu.eng.deu | 20.5 | 0.516 | |
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| newstest2010-engdeu.eng.deu | 22.5 | 0.526 | |
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| newstest2011-engdeu.eng.deu | 20.5 | 0.508 | |
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| newstest2012-engdeu.eng.deu | 20.8 | 0.507 | |
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| newstest2013-engdeu.eng.deu | 24.6 | 0.534 | |
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| newstest2015-ende-engdeu.eng.deu | 27.9 | 0.569 | |
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| newstest2016-ende-engdeu.eng.deu | 33.2 | 0.607 | |
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| newstest2017-ende-engdeu.eng.deu | 26.5 | 0.560 | |
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| newstest2018-ende-engdeu.eng.deu | 39.4 | 0.648 | |
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| newstest2019-ende-engdeu.eng.deu | 35.0 | 0.613 | |
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| Tatoeba-test.eng-afr.eng.afr | 56.5 | 0.745 | |
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| Tatoeba-test.eng-ang.eng.ang | 6.7 | 0.154 | |
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| Tatoeba-test.eng-dan.eng.dan | 58.0 | 0.726 | |
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| Tatoeba-test.eng-deu.eng.deu | 40.3 | 0.615 | |
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| Tatoeba-test.eng-enm.eng.enm | 1.4 | 0.215 | |
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| Tatoeba-test.eng-fao.eng.fao | 7.2 | 0.304 | |
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| Tatoeba-test.eng-frr.eng.frr | 5.5 | 0.159 | |
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| Tatoeba-test.eng-fry.eng.fry | 19.4 | 0.433 | |
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| Tatoeba-test.eng-gos.eng.gos | 1.0 | 0.182 | |
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| Tatoeba-test.eng-got.eng.got | 0.3 | 0.012 | |
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| Tatoeba-test.eng-gsw.eng.gsw | 0.9 | 0.130 | |
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| Tatoeba-test.eng-isl.eng.isl | 23.4 | 0.505 | |
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| Tatoeba-test.eng-ksh.eng.ksh | 1.1 | 0.141 | |
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| Tatoeba-test.eng-ltz.eng.ltz | 20.3 | 0.379 | |
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| Tatoeba-test.eng.multi | 46.5 | 0.641 | |
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| Tatoeba-test.eng-nds.eng.nds | 20.6 | 0.458 | |
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| Tatoeba-test.eng-nld.eng.nld | 53.4 | 0.702 | |
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| Tatoeba-test.eng-non.eng.non | 0.6 | 0.166 | |
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| Tatoeba-test.eng-nor.eng.nor | 50.3 | 0.679 | |
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| Tatoeba-test.eng-pdc.eng.pdc | 3.9 | 0.189 | |
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| Tatoeba-test.eng-sco.eng.sco | 33.0 | 0.542 | |
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| Tatoeba-test.eng-stq.eng.stq | 2.3 | 0.274 | |
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| Tatoeba-test.eng-swe.eng.swe | 57.9 | 0.719 | |
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| Tatoeba-test.eng-swg.eng.swg | 1.2 | 0.171 | |
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| Tatoeba-test.eng-yid.eng.yid | 7.2 | 0.304 | |
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### System Info: |
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- hf_name: eng-gem |
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- source_languages: eng |
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- target_languages: gem |
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- opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-gem/README.md |
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- original_repo: Tatoeba-Challenge |
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- tags: ['translation'] |
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- languages: ['en', 'da', 'sv', 'af', 'nn', 'fy', 'fo', 'de', 'nb', 'nl', 'is', 'lb', 'yi', 'gem'] |
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- src_constituents: {'eng'} |
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- tgt_constituents: {'ksh', 'enm_Latn', 'got_Goth', 'stq', 'dan', 'swe', 'afr', 'pdc', 'gos', 'nno', 'fry', 'gsw', 'fao', 'deu', 'swg', 'sco', 'nob', 'nld', 'isl', 'eng', 'ltz', 'nob_Hebr', 'ang_Latn', 'frr', 'non_Latn', 'yid', 'nds'} |
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- src_multilingual: False |
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- tgt_multilingual: True |
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- prepro: normalization + SentencePiece (spm32k,spm32k) |
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- url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-gem/opus2m-2020-08-01.zip |
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- url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-gem/opus2m-2020-08-01.test.txt |
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- src_alpha3: eng |
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- tgt_alpha3: gem |
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- short_pair: en-gem |
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- chrF2_score: 0.6409999999999999 |
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- bleu: 46.5 |
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- brevity_penalty: 0.9790000000000001 |
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- ref_len: 73328.0 |
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- src_name: English |
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- tgt_name: Germanic languages |
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- train_date: 2020-08-01 |
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- src_alpha2: en |
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- tgt_alpha2: gem |
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- prefer_old: False |
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- long_pair: eng-gem |
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- helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535 |
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- transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b |
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- port_machine: brutasse |
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- port_time: 2020-08-21-14:41 |
