Neural Machine Translation

Multi-model implementation for neural machine translation from Nepali to English.

Requirements

Install required fundamental packages:

pip3 install pandas
pip3 install torch
pip3 install tqdm
pip3 install loguru

Prepare your dataset

Prepare your dataset, as intended, before proceeding to the task.

If you wish to go with the same dataset as here, follow the guidelines here.

• Download dataset from here
• Prepare your dataset with the following command: python3 main.py
• You may delete the previous .txt files (be careful what you delete)

Train your model with:

python3 train.py

Configuration

You can always manage your project configuration using the file config.py.

Remember: This should be done before training your model or it may not work as expected.