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In today's tutorial, we are exploring Chat GPT from OpenAI and the open source Flan T5 large language model from Google. Both models were released in late November 2022. Chat GPT operates in a conversational manner, trained using reinforcement learning with human feedback. Initially, a model was trained using supervised fine-tuning. Human AI trainers provided conversations where they played both user and AI roles, with access to model suggestions for composing responses. Comparison data was collected to create a reward model for reinforcement learning.