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README.md
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---
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language: gmq
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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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### gmq-gmq
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* source languages: gmq
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* target languages: gmq
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* OPUS readme: [gmq-gmq](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/gmq-gmq/README.md)
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* dataset: opus
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* model: transformer
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* source language(s): dan fao isl nno nob swe
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* target language(s): dan fao isl nno nob swe
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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/gmq-gmq/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/gmq-gmq/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/gmq-gmq/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.dan-fao.dan.fao | 8.1 | 0.173 |
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| Tatoeba-test.dan-isl.dan.isl | 52.5 | 0.827 |
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| Tatoeba-test.dan-nor.dan.nor | 62.8 | 0.772 |
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| Tatoeba-test.dan-swe.dan.swe | 67.6 | 0.802 |
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| Tatoeba-test.fao-dan.fao.dan | 11.3 | 0.306 |
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| Tatoeba-test.fao-isl.fao.isl | 26.3 | 0.359 |
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| Tatoeba-test.fao-nor.fao.nor | 36.8 | 0.531 |
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| Tatoeba-test.fao-swe.fao.swe | 0.0 | 0.632 |
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| Tatoeba-test.isl-dan.isl.dan | 67.0 | 0.739 |
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| Tatoeba-test.isl-fao.isl.fao | 14.5 | 0.243 |
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| Tatoeba-test.isl-nor.isl.nor | 51.8 | 0.674 |
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| Tatoeba-test.isl-swe.isl.swe | 100.0 | 1.000 |
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| Tatoeba-test.multi.multi | 64.7 | 0.782 |
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| Tatoeba-test.nor-dan.nor.dan | 65.6 | 0.797 |
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| Tatoeba-test.nor-fao.nor.fao | 9.4 | 0.362 |
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| Tatoeba-test.nor-isl.nor.isl | 38.8 | 0.587 |
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| Tatoeba-test.nor-nor.nor.nor | 51.9 | 0.721 |
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| Tatoeba-test.nor-swe.nor.swe | 66.5 | 0.789 |
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| Tatoeba-test.swe-dan.swe.dan | 67.6 | 0.802 |
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| Tatoeba-test.swe-fao.swe.fao | 0.0 | 0.268 |
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| Tatoeba-test.swe-isl.swe.isl | 65.8 | 0.914 |
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| Tatoeba-test.swe-nor.swe.nor | 60.6 | 0.755 |
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