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synest-models
tartuNLP/synest-models
synest-models is a translation model from tartuNLP. Use it when you need text moved from one language to another. It is set up for fairseq.
The SynEst models are machine translation models focused on translating from and into the Estonian language.
Access
Public
Updated Mar 22, 2024
Repo size
12.2 GB
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At a glance
- Task
- Translation
- Library
- fairseq
- Access
- Public
- Created
- Mar 21, 2024
- Updated
- Mar 22, 2024
- SHA
- e585b784
Model card
From the Hugging Face model README
Model Card for SynEst Translation Models
The SynEst models are machine translation models focused on translating from and into the Estonian language.
Model Details
The models are based on the NLLB-1.3B multilingual model. The NLLB encoder is frozen, and a new, smaller decoder is trained for each target language.
Languages
The models were trained to translate from Estonian into German, English, Finnish, Russian, Ukrainian, and Chinese, and into Estonian from Arabic, German, English, Finnish, French, Lithuanian, Latvian, Russian, Spanish, Swedish, Ukrainian, and Chinese.
However, as the parameters of the NLLB encoder are frozen, they are capable of translating from any of the NLLB languages as well, albeit likely with a lower quality than for the languages on which they were fine-tuned.
How to Use the Model
The easiest way to run the models is with the dedicated branch of the TartuNLP translation worker
(place nllb-based with all its contents inside the models/ directory).
Model Card Authors
- Task
- Translation
- Library
- fairseq
- Languages
- et, ar, de, en, fi, fr
- Created
- Mar 21, 2024
- Updated
- Mar 22, 2024