END TO END GPT FROM SCRATCH

This repository is designed for educational purposes, providing a comprehensive guide on constructing a GPT model from scratch using PyTorch, training the model with textual data, and deploying it.
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Table of Contents

1. About The Project
   • Built With
2. Getting Started
   • Prerequisites
   • Installation
3. Usage
4. Roadmap
5. Contributing
6. License
7. Contact
8. Acknowledgments

About The Project

This project is for educational purpose.

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Built With

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Getting Started

This project has developed for platform independent using contairization.

Prerequisites

Ensure that Python 3.9 is installed on your system. If you are using a Mac, refer to the provided blog link for detailed instructions on installing a specific Python version. Please review the information in the blog for guidance. python installation

Installation (Mac)

1. Clone the repo
   git clone https://github.com/navanith007/gpt_from_scratch.git

2 Create python virtual environement

python3.9 -m venv llm_Env

source llm_Env/bin/activate

3. Install the requirements

pip install -r requirements.txt

4. Running the gpt service locally

sh start_app_service.sh

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Contributing

To make changes to this service you need follow below steps before going into production

1. Create your Feature Branch (git checkout -b feature/AmazingFeature)
2. Commit your Changes (git commit -m 'Add some AmazingFeature')
3. merge your changes to preprod and get it QC.
4. Push to the Branch (git push origin feature/AmazingFeature)
5. Open a Pull Request

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