Research Blog

Deep dives into machine learning research papers, mathematical derivations, and implementation details.

Essential PyTorch: The 10% You Need to Build SOTA Models
•15 min read
Research
PyTorch looks huge from the outside. In practice, I build Transformers, CLIP, diffusion, flows, and VAEs using a small set of tensor and module patterns over and over. This post is that core.