MLX LM: Python Package for LLMs on Apple Silicon

MLX LM is a Python package designed for generating text and fine-tuning large language models on Apple silicon using MLX. This package provides a user-friendly interface to access and utilize various LLMs with minimal setup.

Key features include:

• Integration with the Hugging Face Hub - Easily access thousands of LLMs with a single command.
• Model quantization and uploading - Supports quantizing models and uploading them to the Hugging Face Hub.
• Fine-tuning capabilities - Offers both low-rank and full model fine-tuning with support for quantized models.
• Distributed inference - Facilitates distributed inference and fine-tuning with mx.distributed.

MLX LM is suitable for developers looking to leverage LLMs for various applications, including text generation and interactive chat interfaces.