Ever wondered what makes large language models tick? Alan Smith's talk from NDC AI 2025 dives deep into GPT algorithms and ChatGPT's secrets! He'll break down fundamental natural language processing concepts, then show you how to train a GPT2 model to whip up some song lyrics, revealing how word predictions actually happen.
Then, things get even bigger as he tackles ChatGPT and GPT4, showcasing their might and quirks. You'll learn about tweaking models with 'temperature' and 'frequency penalty,' plus master prompt engineering and Retrieval Augmented Generation (RAG) to build your own custom GPT chat experience from your data. Get ready to supercharge your solutions with GPT power!
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