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Support translation models #1113
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ideaNew idea to enhance the library, suggestion, etc.New idea to enhance the library, suggestion, etc.modelIssues related to exporting, improving, fixing ML modelsIssues related to exporting, improving, fixing ML models
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ideaNew idea to enhance the library, suggestion, etc.New idea to enhance the library, suggestion, etc.modelIssues related to exporting, improving, fixing ML modelsIssues related to exporting, improving, fixing ML models
Problem Description
As it stands for now, we do not support any text translation models in our package. Having them could be useful in many contexts.
What should be done
Explore available translation models and try to export them to ExecuTorch format. A good candidate to begin with is Tencent Hunyuan Translation Model.
Benefits to React Native ExecuTorch
Translation models could be very useful on it's own, as well as in integration with other language models. Natural candidates for such synergy are LLMs or the upcoming multilingual text-to-speech (#712).
One idea to utilizes such models would be a fully-offline voice translation app, allowing a complete verbal communication in different languages using S2T, T2S and translation model running between these layers.