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How to Train Really Large Models on Many GPUs?

[Updated on 2022-03-13: add expert choice routing.] [Updated on 2022-06-10]: Greg and I wrote a shorted and upgraded version of this post, published on OpenAI Blog: “Techniques for Training Large Neural Networks” In recent years, we are seeing better results on many NLP benchmark tasks with larger pre-trained language models. How to train large and deep neural networks is challenging, as it demands a large amount of GPU memory and a long horizon of training time.

ChatGPT: High-tech parlour trick or the first real AI for everyday use?

OpenAI’s beta ChatGPT service based on the GPT-3 database of content is amazing people with its human-like conversations, but the technology is not as deep as it seems yet.

GPT: High-tech parlor trick or the first real AI for everyday use?

OpenAI’s beta ChatGPT service based on the GPT-3 database of content is amazing people with its human-like conversations, but the technology is not as deep as it seems yet.

Inspur Information Unveils the IDC White Paper 2021-2022 Global Computing Power Index Assessment

Inspur Information Unveils the IDC White Paper 2021-2022 Global Computing Power Index Assessment
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Inspur Unveils IDC Global Computing White Paper

Inspur Unveils IDC Global Computing White Paper
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