Helsinki-NLP/opus-mt-gmw-en

gmw-eng

• source group: West Germanic languages

• target group: English

• OPUS readme: gmw-eng

• model: transformer

• source language(s): afr ang_Latn deu enm_Latn frr fry gos gsw ksh ltz nds nld pdc sco stq swg yid

• target language(s): eng

• model: transformer

• pre-processing: normalization + SentencePiece (spm32k,spm32k)

• download original weights: opus2m-2020-08-01.zip

• test set translations: opus2m-2020-08-01.test.txt

• test set scores: opus2m-2020-08-01.eval.txt

Benchmarks

testset	BLEU	chr-F
newssyscomb2009-deueng.deu.eng	27.2	0.538
news-test2008-deueng.deu.eng	25.7	0.534
newstest2009-deueng.deu.eng	25.1	0.530
newstest2010-deueng.deu.eng	27.9	0.565
newstest2011-deueng.deu.eng	25.3	0.539
newstest2012-deueng.deu.eng	26.6	0.548
newstest2013-deueng.deu.eng	29.6	0.565
newstest2014-deen-deueng.deu.eng	30.2	0.571
newstest2015-ende-deueng.deu.eng	31.5	0.577
newstest2016-ende-deueng.deu.eng	36.7	0.622
newstest2017-ende-deueng.deu.eng	32.3	0.585
newstest2018-ende-deueng.deu.eng	39.9	0.638
newstest2019-deen-deueng.deu.eng	35.9	0.611
Tatoeba-test.afr-eng.afr.eng	61.8	0.750
Tatoeba-test.ang-eng.ang.eng	7.3	0.220
Tatoeba-test.deu-eng.deu.eng	48.3	0.657
Tatoeba-test.enm-eng.enm.eng	16.1	0.423
Tatoeba-test.frr-eng.frr.eng	7.0	0.168
Tatoeba-test.fry-eng.fry.eng	28.6	0.488
Tatoeba-test.gos-eng.gos.eng	15.5	0.326
Tatoeba-test.gsw-eng.gsw.eng	12.7	0.308
Tatoeba-test.ksh-eng.ksh.eng	8.4	0.254
Tatoeba-test.ltz-eng.ltz.eng	28.7	0.453
Tatoeba-test.multi.eng	48.5	0.646
Tatoeba-test.nds-eng.nds.eng	31.4	0.509
Tatoeba-test.nld-eng.nld.eng	58.1	0.728
Tatoeba-test.pdc-eng.pdc.eng	25.1	0.406
Tatoeba-test.sco-eng.sco.eng	40.8	0.570
Tatoeba-test.stq-eng.stq.eng	20.3	0.380
Tatoeba-test.swg-eng.swg.eng	20.5	0.315
Tatoeba-test.yid-eng.yid.eng	16.0	0.366

System Info:

• hf_name: gmw-eng

• source_languages: gmw

• target_languages: eng

• opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/gmw-eng/README.md

• original_repo: Tatoeba-Challenge

• tags: ['translation']

• languages: ['nl', 'en', 'lb', 'af', 'de', 'fy', 'yi', 'gmw']

• src_constituents: {'ksh', 'nld', 'eng', 'enm_Latn', 'ltz', 'stq', 'afr', 'pdc', 'deu', 'gos', 'ang_Latn', 'fry', 'gsw', 'frr', 'nds', 'yid', 'swg', 'sco'}

• tgt_constituents: {'eng'}

• src_multilingual: True

• tgt_multilingual: False

• prepro: normalization + SentencePiece (spm32k,spm32k)

• url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/gmw-eng/opus2m-2020-08-01.zip

• url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/gmw-eng/opus2m-2020-08-01.test.txt

• src_alpha3: gmw

• tgt_alpha3: eng

• short_pair: gmw-en

• chrF2_score: 0.6459999999999999

• bleu: 48.5

• brevity_penalty: 0.997

• ref_len: 72584.0

• src_name: West Germanic languages

• tgt_name: English

• train_date: 2020-08-01

• src_alpha2: gmw

• tgt_alpha2: en

• prefer_old: False

• long_pair: gmw-eng

• helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535

• transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b

• port_machine: brutasse

• port_time: 2020-08-21-14:41