Andrej Karpathy’s lecture:
We build a Generatively Pretrained Transformer (GPT), following the paper “Attention is All You Need” and OpenAI’s GPT-2 / GPT-3. We talk about connections to ChatGPT, which has taken the world by storm. We watch GitHub Copilot, itself a GPT, help us write a GPT (meta :D!)
A collection of machine learning models in Core ML format.
Today, we are excited to release optimizations to Core ML for Stable Diffusion in macOS 13.1 and iOS 16.2, along with code to get started with deploying to Apple Silicon devices.
The repository contains Python and Swift packages. With the latter, you can add Stable Diffusion functionality to your iOS/Mac apps.
Users report that 50 iterations to generate an image that previously took about 3 minutes now take 30 seconds on M1 Macs.