eng-nic
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source group: English
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target group: Niger-Kordofanian languages
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OPUS readme: eng-nic
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model: transformer
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source language(s): eng
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target language(s): bam_Latn ewe fuc fuv ibo kin lin lug nya run sag sna swh toi_Latn tso umb wol xho yor zul
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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) -
download original weights: opus-2020-07-27.zip
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test set translations: opus-2020-07-27.test.txt
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test set scores: opus-2020-07-27.eval.txt
Benchmarks
testset | BLEU | chr-F |
---|---|---|
Tatoeba-test.eng-bam.eng.bam | 6.2 | 0.029 |
Tatoeba-test.eng-ewe.eng.ewe | 4.5 | 0.258 |
Tatoeba-test.eng-ful.eng.ful | 0.5 | 0.073 |
Tatoeba-test.eng-ibo.eng.ibo | 3.9 | 0.267 |
Tatoeba-test.eng-kin.eng.kin | 6.4 | 0.475 |
Tatoeba-test.eng-lin.eng.lin | 1.2 | 0.308 |
Tatoeba-test.eng-lug.eng.lug | 3.9 | 0.405 |
Tatoeba-test.eng.multi | 11.1 | 0.427 |
Tatoeba-test.eng-nya.eng.nya | 14.0 | 0.622 |
Tatoeba-test.eng-run.eng.run | 13.6 | 0.477 |
Tatoeba-test.eng-sag.eng.sag | 5.5 | 0.199 |
Tatoeba-test.eng-sna.eng.sna | 19.6 | 0.557 |
Tatoeba-test.eng-swa.eng.swa | 1.8 | 0.163 |
Tatoeba-test.eng-toi.eng.toi | 8.3 | 0.231 |
Tatoeba-test.eng-tso.eng.tso | 50.0 | 0.789 |
Tatoeba-test.eng-umb.eng.umb | 7.8 | 0.342 |
Tatoeba-test.eng-wol.eng.wol | 6.7 | 0.143 |
Tatoeba-test.eng-xho.eng.xho | 26.4 | 0.620 |
Tatoeba-test.eng-yor.eng.yor | 15.5 | 0.342 |
Tatoeba-test.eng-zul.eng.zul | 35.9 | 0.750 |
System Info:
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hf_name: eng-nic
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source_languages: eng
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target_languages: nic
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opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-nic/README.md
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original_repo: Tatoeba-Challenge
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tags: ['translation']
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languages: ['en', 'sn', 'rw', 'wo', 'ig', 'sg', 'ee', 'zu', 'lg', 'ts', 'ln', 'ny', 'yo', 'rn', 'xh', 'nic']
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src_constituents: {'eng'}
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tgt_constituents: {'bam_Latn', 'sna', 'kin', 'wol', 'ibo', 'swh', 'sag', 'ewe', 'zul', 'fuc', 'lug', 'tso', 'lin', 'nya', 'yor', 'run', 'xho', 'fuv', 'toi_Latn', 'umb'}
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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-nic/opus-2020-07-27.zip
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url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/eng-nic/opus-2020-07-27.test.txt
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src_alpha3: eng
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tgt_alpha3: nic
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short_pair: en-nic
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chrF2_score: 0.42700000000000005
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bleu: 11.1
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brevity_penalty: 1.0
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ref_len: 10625.0
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src_name: English
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tgt_name: Niger-Kordofanian languages
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train_date: 2020-07-27
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src_alpha2: en
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tgt_alpha2: nic
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prefer_old: False
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long_pair: eng-nic
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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