DMPA Project 6th Semester

This project is an implementation of the paper - “Attention is all you need” (https://arxiv.org/abs/1706.03762). We sought to apply the transformer model architecture introduced in this paper to translate sentences from Hindi to English and vice-versa. Currently, we have achieved basic performance for this model and can translate most of the commonly used phrases and sentences. We chose this paper since it proved to be a breakthrough in the field of NLP and wanted to extend its functionality to machine translation.

Steps to run the project:

I. In your PC

1. Download or clone the project to your pc
2. Open the ipynb file as a jupyter notebook or click the above colab link
3. Run the necessary cells

II. In Google colab

1. Open the notebook in colab
2. Clone this repository in colab
3. Change to the cloned project directory
4. Run all cells

Team Member Details:

Roll No.	Name	Registration No.
20	Chirangivi Bhat	170953082
30	Aakash Vashishtha	170953124
34	V. Advaith	170953148