I am planning to train GPT-4 and want to know how many GPUs are required for the task. Should I use a single powerful GPU or multiple GPUs in parallel? What's the optimal number of GPUs for training GPT-4 efficiently?
The GPT-4 training process is a remarkable feat in artificial intelligence.
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Mon Jan 13 2025
It involved the simultaneous use of approximately 25,000 Nvidia A100 GPUs, showcasing the immense computational power required for such a task.
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Mon Jan 13 2025
Over the course of the training, the batch size gradually increased, eventually reaching a staggering 60 million tokens. This highlights the complexity and scale of the data being processed.
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Mon Jan 13 2025
The training process was not a quick one. Instead, it ran continuously for a total of 90-100 days, ensuring that the model had ample time to learn and adapt from the vast amount of data it was exposed to.
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Sun Jan 12 2025
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