Welcome to the GPT Mini Clone repository! 🤖✨ This project is a simplified implementation of a GPT-like model, designed to provide an accessible and lightweight version of large language models. Ideal for experimentation, learning, and development, GPT Mini Clone offers a starting point for those interested in understanding and working with generative language models.
GPT Mini Clone brings the core functionalities of GPT models into a more manageable size, making it easier to run and experiment with generative language tasks. This project focuses on maintaining the essential features while offering a more efficient and easier-to-use model.
- Lightweight Model: A compact version of GPT that is easier to train and deploy.
- Generative Capabilities: Generate coherent and contextually relevant text based on input prompts.
- Customizable Architectures: Modify the model architecture to fit specific needs or constraints.
- Pretrained Weights: Utilize pretrained weights for quick setup and testing.
- Simplified Training: Streamlined training process with straightforward configuration options.
To get started with GPT Mini Clone, follow these steps:
-
Clone the Repository:
git clone https://github.com/yourusername/GPT_mini_clone.git cd GPT_mini_clone
-
Set Up Your Environment: Ensure you have Python 3.8 or later installed. Create a virtual environment and install the dependencies:
python -m venv env source env/bin/activate pip install -r requirements.txt
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Run the Project: Follow the instructions in the
docs/usage.md
file to start using GPT Mini Clone.
Explore our documentation to learn how to use and customize GPT Mini Clone:
- Getting Started Guide: Introduction to GPT Mini Clone, setup instructions, and basic usage.
- Model Architecture: Details on the model architecture and configuration options.
- Training: Instructions on how to train the model and tips for optimizing performance.
- Inference: How to perform inference and generate text with GPT Mini Clone.
We welcome contributions from the community! To contribute to GPT Mini Clone:
- Fork the Repository
- Create a New Branch
- Make Your Changes
- Submit a Pull Request
Please refer to our Contributing Guidelines for more details.
This project is licensed under the MIT License. See the LICENSE file for more information.
Thank you to the researchers and developers of the GPT models and the open-source community for their contributions and support.
Happy generating with GPT Mini Clone! 🤖✨