The files nlp.ipynb is the notebook,tokeniser.pkl is the tokeniser file of english and swahili tokenisers used for training, and translation model is the trained model on 3 epochs with sequence length 50.
Please download the respective tokeniser,translation model and update the path in the inference code to run the code.
If there are any queries please feel free to ask.