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Reprogramming by inquiring politely. How much better is (un-finetuned base) GPT-3? The GPT-3 neural network is so significant a product in conditions of electricity and dataset that it reveals qualitatively different conduct: you do not implement it to a fastened established of tasks which had been in the coaching dataset, necessitating retraining on additional details if one would like to handle a new task (as 1 would have to retrain GPT-2) as an alternative, you interact with it, expressing any activity in phrases of purely natural language descriptions, requests, and illustrations, tweaking the prompt till it "understands" & it meta-learns the new endeavor based on the high-stage abstractions it learned from the pretraining. Instead, to get all these diverse behaviors, a single provides a brief textual enter to GPT-3, with which it will predict the upcoming piece of text (as opposed to beginning with an vacant input and freely building anything) GPT-3, just by reading it, can then flexibly adapt its composing fashion and reasoning and use new definitions or procedures or words and phrases defined in the textual input no issue that it has by no means witnessed them just before

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