Tiny-LLM – a course of serving LLM on Apple Silicon for systems engineers
(github.com/skyzh)
Still WIP and in very early stage. A tutorial on LLM serving using MLX for system engineers. The codebase is solely (almost!) based on MLX array/matrix APIs without any high-level neural network APIs, so that we can build the model serving infrastructure from scratch and dig into the optimizations.
Still WIP and in very early stage. A tutorial on LLM serving using MLX for system engineers. The codebase is solely (almost!) based on MLX array/matrix APIs without any high-level neural network APIs, so that we can build the model serving infrastructure from scratch and dig into the optimizations.