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README.md
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---
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language: zlw
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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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### zlw-zlw
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* source languages: zlw
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* target languages: zlw
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* OPUS readme: [zlw-zlw](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/zlw-zlw/README.md)
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* dataset: opus
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* model: transformer
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* source language(s): ces dsb hsb pol
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* target language(s): ces dsb hsb pol
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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/zlw-zlw/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/zlw-zlw/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/zlw-zlw/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.ces-hsb.ces.hsb | 2.6 | 0.167 |
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| Tatoeba-test.ces-pol.ces.pol | 44.0 | 0.649 |
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| Tatoeba-test.dsb-pol.dsb.pol | 8.5 | 0.250 |
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| Tatoeba-test.hsb-ces.hsb.ces | 9.6 | 0.276 |
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| Tatoeba-test.multi.multi | 38.8 | 0.580 |
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| Tatoeba-test.pol-ces.pol.ces | 43.4 | 0.620 |
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| Tatoeba-test.pol-dsb.pol.dsb | 2.1 | 0.159 |
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