Provides various pre-trained models for Apple's MLX framework.
Open your terminal and run the following command:
pip3 install "git+https://github.com/RahulBhalley/mlx-models.git"This command will fetch the latest version of the MLX-Models package from the GitHub repository and install it on your system.
MLX-Models simplifies the process of loading and utilizing pre-trained models. For instance, to load a pre-trained models, you can use the following code snippet:
import mlx.models as mlx_models
# Load the pre-trained VGG19 model
vgg19 = mlx_models.vision.VGG19(load_weights=True)
# Load the pre-trained AlexNet model
alexnet = mlx_models.vision.AlexNet(load_weights=True)This will initialize the respective models with pre-trained weights.
At present, the MLX-Models package primarily supports vision models. Later, we'll add support for audio and text models as well.
We welcome contributions to the MLX-Models project! Whether it's adding new models, improving the existing ones, or fixing bugs, your contributions are valuable to us. Just create a pull request (PR).
This project is licensed under the MIT License.
If you encounter any issues please file an issue and if you have questions please use Discussions.