BERT is just a Single Text Diffusion Step October 20, 2025Machine LearningA while back, Google DeepMind unveiled Gemini Diffusion, an experimental language model that generates text using diffusion. …
Local SGD and DiLoCo Research Musings October 14, 2025Machine LearningOriginally, I was doing my master’s thesis on this topic. I eventually changed my focus, but these are some of the notes I …
Running GPT-2 in WebGL with Classic GPGPU Programming May 24, 2025Machine Learning, ProgrammingA few weeks back, I implemented GPT-2 using WebGL and shaders (Github Repo) which made the front page of Hacker News …
Intro to Autograd Engines: Karpathy's Micrograd in Go November 11, 2023Machine Learning, ProgrammingFor a while, I wanted to build a complete autograd engine. What is an autograd engine, you might ask? To find the answer, we …