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hello Community welcome today we have a look at chat GPT from openai and open source flan T5 large language model from Google both are brand new end of November 2022 they came out more or less at the same time so lets have a look at first while we do here runtime run all on our query collab we have a look at chat GPT now it interacts in a conversational way this is great and what I want to show you is how to did it they trained this using reinforcement learning from Human feedback so they have a lot of humans checking their machine learning so do we they trained an initial model using supervised fine tuning and the way they did it human AI trainers human AI trainers provided conversations in which those played both sides the user and the AI we gave the trainers access to model written suggestion to help them compose their responses to create a reward model for reinforcement learning we needed to collect comparison data of course which consisted of two or more model responses ranked b