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For the Gates Demo in April 2019, OpenAl had already scaled up GPT-2 into something modestly larger. But Amodei wasn't interested in a modest expansion. If the goal was to increase OpenAI's lead time, GPT-3 needed to be as big as possible. Microsoft was about to deliver a new supercomputer to OpenAI as part of its investment, with ten thousand Nvidia V100s, what were then the world's most powerful GPUs for training deep learning models. (The V was for Italian chemist and physicist Alessandro Volta). Amodei wanted to use all of those chips, all at once, to create the new large language model.

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通义实验室、阿里云、平头哥组成的“通云哥”黄金三角,让阿里成为国内少数在大模型、云计算和自研芯片三个领域均有布局的企业。在全球范围内,目前只有阿里和谷歌同时具备这三方面的顶级实力。

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