Welcome to MadeSmallML, an open-source project dedicated to advancing the field of machine learning model quantization. Our mission is to enable efficient deployment of AI models on devices with limited computational power by exploring and implementing various quantization techniques.
Before you begin, ensure you have the following installed:
- Python (>= 3.8)
- Conda
Clone the repository and set up the Conda environment:
git clone https://github.com/iAmGiG/madesmallml.git
cd madesmallml
conda create -n madesmallml python=3.9
conda activate madesmallml
# Install all necessary dependencies
pip install -r requirements.txtWe welcome contributions from the community. Please read our CONTRIBUTING.md for guidelines on how to make a contribution.
This project is licensed under the MIT License - see the LICENSE file for details.
Hugging Face for their extensive range of machine learning models. Contributors and community members who have supported this project.