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Today, we will be looking at the new chat GPT from OpenAI and the open-source Flan T5 large language model from Google, both released at the end of November 2022. These models were trained using reinforcement learning from human feedback, with initial training done using supervised fine-tuning. Human AI trainers were provided with model-written suggestions to create conversations for both the user and the AI. Comparison data was collected to rank model responses for reinforcement learning.