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language: |
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- et |
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- en |
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- de |
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- ru |
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tags: |
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- translation |
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- modularNMT |
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- fairseq |
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inference: false |
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--- |
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# MTee General Translation Model |
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A general domain translation model for the MTee machine translation platform. The platform was developed in 2021 as a collaboration between the [TartuNLP](https://tartunlp.ai), the NLP research group at the University of Tartu, and [Tilde](https://tilde.com). More information about the project can be found [here](https://github.com/Project-MTee/mtee-platform/wiki). |
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The model uses a modular architecture, where each language has its own encoder and decoder that is used for all translation directions. The model can be used with our custom version of [FairSeq](https://github.com/TartuNLP/fairseq) and it is compatible with the [MTee](https://github.com/Project-MTee) platform and its [NMT workers](https://github.com/Project-MTee/translation-worker). Additionally, it is fully compatible with TartuNLP's translation API components ([API](https://github.com/TartuNLP/translation-api) and [NMT workers](https://github.com/TartuNLP/translation-worker)). |
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Supported translation directions: `et-en`, `en-et`, `et-de`, `de-et`, `et-ru`, `ru-et`. |
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| Included files: | | |
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| ----------- | ----------- | |
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| Fairseq translation model | `modular_model.pt` | |
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| SentecePiece models | `sp-model.{lang}.model` | |
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| translation model vocabularies | `dict.{lang}.txt` | |
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