Transformer

Description

This project implements a Transformer model for language translation from English to Italian. It includes training scripts and configuration settings to customize the model's behavior.

Installation

1. Clone the repository:

   git clone <repository-url>

2. Navigate to the project directory:

   cd Transformer

3. Install the required dependencies:

   pip install -r requirements.txt

Usage

To train the model, run the following command:

python train.py

Configuration

The config.py file contains various settings that can be adjusted:

• batch_size: Number of samples per batch.
• num_epochs: Number of training epochs.
• lr: Learning rate for the optimizer.
• seq_len: Sequence length for input data.
• d_model: Dimensionality of the model.
• lang_src: Source language (e.g., 'en' for English).
• lang_tgt: Target language (e.g., 'it' for Italian).

Model Details

The Transformer model is based on the architecture described in the "Attention is All You Need" paper. It uses self-attention mechanisms to process input sequences and generate translations.

Contributing

Contributions are welcome! Please fork the repository and submit a pull request with your changes.

License

This project is licensed under the MIT License. See the LICENSE file for details.