indian-nlp / nanoGPT-assamese

assamese poem generator using nanoGPT. trained on arambhani.txt from kaggles.

NanoGPT Assamese

NanoGPT trained on Assamese dataset
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Table of Contents

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

About The Project

(#about-the-project)

Assamese or Asamiya is an Indo-Aryan language spoken mainly in the north-eastern Indian state of Assam, where it is an official language. It serves as a lingua franca of the wider region and has over 15 million native speakers according to Ethnologue.

This project aims to train the nanoGPT using an Assamese language dataset.

Contributions are welcome! Please see the Contributing section to get started.

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Built With

• nanoGPT
• dataset: arambhani.txt

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Getting Started

To run this code locally, follow these steps.

Prerequisites

• Web Browser

Installation

1. Clone the repo

   git clone https://github.com/indian-nlp/nanoGPT-assamese.git
   

2. Go to the project repo folder

   cd path\to\directory
   

3. Create Virtual Env (Recommended)

   virtualenv venv_name
   

4. Install the required Python packages using pip

   pip install -r 'requirements.txt'
   

5. Run the sample.py file to get the sample of the model

   python sample-old.py --out_dir=out-assamese --device=cpu
   

   or, provide a starting text to generate from:

   python sample-old.py --out_dir=out-assamese --device=cpu --start=কৃতাঞ্জলি
   

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See the open issues for a list of proposed features and known issues.

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Contributing

Contributions are welcome! Any contributions you make are greatly appreciated.

1. Fork the Project
2. Create your Feature Branch (git checkout -b feature/AmazingFeature)
3. Commit your Changes (git commit -m 'Add some AmazingFeature')
4. Push to the Branch (git push origin feature/AmazingFeature)
5. Open a Pull Request

Don't forget to give the project a star! Thank you!

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License

MIT License.

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Contact

Sagar Tamang - LinkedIn - [e-mail]

Official Website: https://sagartamang.com

Project Link: https://github.com/indian-nlp/nanoGPT-assamese

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Acknowledgments

• I would like to thank ChatGPT for helping me debug all the errors.

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