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In this YouTube tutorial, the focus is on two new language models: chat GPT from OpenAI and open source flan T5 large language model from Google. Both were released in late November 2022. The tutorial explains how chat GPT interacts in a conversational way and how it was trained using reinforcement learning with human feedback. Initially, the model was trained using supervised fine-tuning, where human AI trainers provided conversations from both the user and AI perspectives. This data collection was used to create a reward model for reinforcement learning.