Model Internals
A hands-on, evidence-first investigation into what actually happens inside a running language model, opening one up on local hardware and testing directly why it does what it does.
PythonPyTorchHugging Face TransformersQwen3-4BApple M4 ProMetal
Projects
Current and past work.
A record of projects, experiments, and work in progress.
Model Internals
A hands-on, evidence-first investigation into what actually happens inside a running language model, opening one up on local hardware and testing directly why it does what it does.
PythonPyTorchHugging Face TransformersQwen3-4BApple M4 ProMetal