Machine Learning
A collection of ML project write-ups.
Hearing Things
Interpretability experiments on an AED speech recognition model — linear probing and causal activation steering to understand the mechanistic basis of non-speech hallucinations.
GPT Adventures
A GPT-2 Small implemented from scratch in PyTorch, then made progressively faster — profiling, optimisation, and distributed training across multiple GPUs.
