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In today's tutorial, we explore the new chat GPT from OpenAI and the open-source T5 large language model from Google. Both were released in November 2022 and offer conversational interactions. Chat GPT was trained using reinforcement learning from human feedback, including conversations where humans played both user and AI roles. Supervised fine-tuning was also used, with AI trainers given model suggestions to compose responses. Comparison data was collected to create a reward model for reinforcement learning.