A Machine Translation engine that utilizes a pre-trained model from HuggingFace, specifically the mBART-50 model.

1. If you don't have conda installed on your machine, install it by following the instructions at this link:
   https://docs.conda.io/projects/conda/en/latest/user-guide/install/
   
2. Create a new environment and install the required packages by running the command:
   conda create --name <env> --file requirements.txt
   
3. Set the parameters through config.yaml
4. Execute the python script index.py

The predict.py script can be utilized to translate sentences with the trained model.