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+ ---
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+ language: nic
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+ tags:
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+ - translation
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+
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+ license: apache-2.0
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+ ---
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+
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+ ### nic-eng
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+
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+ * source group: Niger-Kordofanian languages
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+ * target group: English
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+ * OPUS readme: [nic-eng](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nic-eng/README.md)
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+
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+ * model: transformer
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+ * source 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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+ * target language(s): eng
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+ * model: transformer
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+ * pre-processing: normalization + SentencePiece (spm32k,spm32k)
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+ * download original weights: [opus2m-2020-08-01.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/nic-eng/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/nic-eng/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/nic-eng/opus2m-2020-08-01.eval.txt)
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+
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+ ## Benchmarks
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+
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+ | testset | BLEU | chr-F |
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+ |-----------------------|-------|-------|
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+ | Tatoeba-test.bam-eng.bam.eng | 2.4 | 0.090 |
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+ | Tatoeba-test.ewe-eng.ewe.eng | 10.3 | 0.384 |
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+ | Tatoeba-test.ful-eng.ful.eng | 1.2 | 0.114 |
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+ | Tatoeba-test.ibo-eng.ibo.eng | 7.5 | 0.197 |
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+ | Tatoeba-test.kin-eng.kin.eng | 30.7 | 0.481 |
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+ | Tatoeba-test.lin-eng.lin.eng | 3.1 | 0.185 |
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+ | Tatoeba-test.lug-eng.lug.eng | 3.1 | 0.261 |
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+ | Tatoeba-test.multi.eng | 21.3 | 0.377 |
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+ | Tatoeba-test.nya-eng.nya.eng | 31.6 | 0.502 |
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+ | Tatoeba-test.run-eng.run.eng | 24.9 | 0.420 |
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+ | Tatoeba-test.sag-eng.sag.eng | 5.2 | 0.231 |
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+ | Tatoeba-test.sna-eng.sna.eng | 20.1 | 0.374 |
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+ | Tatoeba-test.swa-eng.swa.eng | 4.6 | 0.191 |
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+ | Tatoeba-test.toi-eng.toi.eng | 4.8 | 0.122 |
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+ | Tatoeba-test.tso-eng.tso.eng | 100.0 | 1.000 |
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+ | Tatoeba-test.umb-eng.umb.eng | 9.0 | 0.246 |
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+ | Tatoeba-test.wol-eng.wol.eng | 14.0 | 0.212 |
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+ | Tatoeba-test.xho-eng.xho.eng | 38.2 | 0.558 |
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+ | Tatoeba-test.yor-eng.yor.eng | 21.2 | 0.364 |
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+ | Tatoeba-test.zul-eng.zul.eng | 42.3 | 0.589 |
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+
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+
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+ ### System Info:
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+ - hf_name: nic-eng
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+
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+ - source_languages: nic
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+
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+ - target_languages: eng
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+
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+ - opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nic-eng/README.md
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+
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+ - original_repo: Tatoeba-Challenge
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+
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+ - tags: ['translation']
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+
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+ - prepro: normalization + SentencePiece (spm32k,spm32k)
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+
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+ - url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/nic-eng/opus2m-2020-08-01.zip
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+
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+ - url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/nic-eng/opus2m-2020-08-01.test.txt
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+
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+ - src_alpha3: nic
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+
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+ - tgt_alpha3: eng
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+
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+ - short_pair: nic-en
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+
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+ - chrF2_score: 0.377
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+
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+ - bleu: 21.3
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+
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+ - brevity_penalty: 1.0
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+
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+ - ref_len: 15228.0
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+
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+ - src_name: Niger-Kordofanian languages
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+
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+ - tgt_name: English
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+
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+ - train_date: 2020-08-01
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+
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+ - src_alpha2: nic
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+
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+ - tgt_alpha2: en
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+
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+ - prefer_old: False
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+
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+ - long_pair: nic-eng
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+
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+ - helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
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+
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+ - transformers_git_sha: 46e9f53347bbe9e989f0335f98465f30886d8173
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+
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+ - port_machine: brutasse
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+
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+ - port_time: 2020-08-18-01:48