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William Brown @willccbb | willcb.com v0.1 (June 5, 2024)
This document aims to serve as a handbook for learning the key concepts underlying modern artificial intelligence systems. Given the speed of recent development in AI, there really isn’t a good textbook-style source for getting up-to-speed on the latest-and-greatest innovations in LLMs or other generative models, yet there is an abundance of great explainer resources (blog posts, videos, etc.) for these topics scattered across the internet. My goal is to organize the “best” of these resources into a textboo
As of June 2024, it’s been about 18 months since ChatGPT was released by OpenAI and the world started talking a lot more about artificial intelligence. Much has happened since: tech giants like Meta and Google have released large language models of their own, newer organizations like Mistral and Anthropic have proven to be serious contenders as well, innumerable startups have begun building on top of their APIs, everyone is scrambling for powerful Nvidia GPUs, papers appear on ArXiv at a breakneck pace, dem
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