Language Translation

This project includes the development of API endpoint and the model used for English-french translation, i've attached a model and a requirements.txt file for running everything in a virtualenv

This video is a demo for the API

demo.mp4

Usage

1. pip install -r requirements.txt

2. Run main.py this will run uvicorn server with the endpoints.

3. Open browser and navigate to the follwoing localhost for swagger ui http://127.0.0.1:8000/docs.

4. Test use cases :

   1. Legumes share resources with nitrogen-fixing bacteria

   < Legumes partagent des ressources avec des bactéries fixatrices d'azote

   2. my name is

   < mon nom est

Training

Training took around 1 hour on my Nividia Geoforce RTX-3060 6GB of memory. Training details can be found in Training notebook.