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Tutorial compares OpenAI's chat GPT and Google's open source T5 language model released in November 2022. Chat GPT interacts conversationally, trained using reinforcement learning with human feedback. Initial model trained using supervised fine-tuning, trainers played both user and AI, used model suggestions to compose responses. Comparison data collected for reinforcement learning.