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InstructGPT is a language processing artificial intelligence developed by OpenAI that is designed to be more aligned with user intentions and produce less toxic and untruthful output compared to the company's GPT-3 model. InstructGPT is trained using a technique called reinforcement learning from human feedback (RLHF), in which human annotators provide demonstrations of desired model behavior and rank model outputs. These rankings are then used to fine-tune GPT-3 and create the InstructGPT model. The resulting model is able to more accurately follow instructions and produce outputs that are preferred by human labelers, while still maintaining strong performance on academic natural language processing evaluations.



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