The Math Behind Large Language Models

Summary

A light intro to LLMs, chatbots, pretraining, and transformers. Dig deeper here: ... ... Machine Learning skills now → ibm.biz/BdK65D Learn about watsonx → ibm.biz/BdvxRj There's no ghost in the machine — just linear algebra at a scale that defies intuition. In this video we one sentence all the ... ... at theturingapp.com/ Foundations of Thought: Inside This is a general audience deep dive into the Largely based on Anthropic's research "On the biology of a This is a 1 hour general-audience introduction to Chapters 0:00 The whole idea in one sentence 0:19 Tokens 0:48 Guessing the next word 1:23 Embeddings: words as numbers ... Then, we'll connect what we learned to This is a talk by David Hoyle, Research Data Scientist Specialist @ dunnhumby Did a very different format with Reiner Pope – a blackboard lecture where he walks through how frontier LLMs are trained and ... ... you everything you need to know about one of the most transformative technologies of our generation, For more information about Stanford's Artificial Intelligence programs visit: stanford.io/ai This lecture provides a concise ...