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--- |
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language: |
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- en |
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- sn |
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- rw |
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- wo |
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- ig |
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- sg |
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- ee |
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- zu |
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- lg |
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- ts |
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- ln |
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- ny |
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- yo |
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- rn |
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- xh |
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- nic |
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- multilingual |
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license: apache-2.0 |
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tags: |
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- translation |
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--- |
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### 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](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/eng-nic/README.md) |
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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) |
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* download original weights: [opus-2020-07-27.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-nic/opus-2020-07-27.zip) |
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* test set translations: [opus-2020-07-27.test.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-nic/opus-2020-07-27.test.txt) |
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* test set scores: [opus-2020-07-27.eval.txt](https://object.pouta.csc.fi/Tatoeba-MT-models/eng-nic/opus-2020-07-27.eval.txt) |
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## Benchmarks |
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| testset | BLEU | chr-F | |
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|-----------------------|-------|-------| |
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| Tatoeba-test.eng-bam.eng.bam | 6.2 | 0.029 | |
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| Tatoeba-test.eng-ewe.eng.ewe | 4.5 | 0.258 | |
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| Tatoeba-test.eng-ful.eng.ful | 0.5 | 0.073 | |
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| Tatoeba-test.eng-ibo.eng.ibo | 3.9 | 0.267 | |
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| Tatoeba-test.eng-kin.eng.kin | 6.4 | 0.475 | |
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| Tatoeba-test.eng-lin.eng.lin | 1.2 | 0.308 | |
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| Tatoeba-test.eng-lug.eng.lug | 3.9 | 0.405 | |
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| Tatoeba-test.eng.multi | 11.1 | 0.427 | |
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| Tatoeba-test.eng-nya.eng.nya | 14.0 | 0.622 | |
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| Tatoeba-test.eng-run.eng.run | 13.6 | 0.477 | |
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| Tatoeba-test.eng-sag.eng.sag | 5.5 | 0.199 | |
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| Tatoeba-test.eng-sna.eng.sna | 19.6 | 0.557 | |
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| Tatoeba-test.eng-swa.eng.swa | 1.8 | 0.163 | |
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| Tatoeba-test.eng-toi.eng.toi | 8.3 | 0.231 | |
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| Tatoeba-test.eng-tso.eng.tso | 50.0 | 0.789 | |
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| Tatoeba-test.eng-umb.eng.umb | 7.8 | 0.342 | |
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| Tatoeba-test.eng-wol.eng.wol | 6.7 | 0.143 | |
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| Tatoeba-test.eng-xho.eng.xho | 26.4 | 0.620 | |
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| Tatoeba-test.eng-yor.eng.yor | 15.5 | 0.342 | |
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| Tatoeba-test.eng-zul.eng.zul | 35.9 | 0.750 | |
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### 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 |
