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Future scope of work
We hope to improve this project in the future by using:
- Better options for data translation: Translation has a very huge impact on how the end model would perform. Better translators (for e.g. Google Translate API) and language specific seq2seq models for translation are able to generate better data, both for high-resource and low-resource languages.
- Accessibility: Make model deployable on hand-held devices to make it more accessible. Currently, our model is too large to fit on mobile/edge devices because of which not many will be able to access it. However, our final goal is ensure everyone can access it without any computation barriers. We got to know that JAX has an experimental converter
jax2tf
to convert JAX functions to TF. Hopefully we'll be able to support TFLite for our model as well in future.