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[Discussion] What hardware and computational time is reasonable for training GPT 117M parameter model from scratch?

Written by torontoai on . Posted in Reddit MachineLearning.

I see that a replica of 40GB WebText has been released. I am wondering how long it would take to train the smallest GPT model on this from scratch. I havent done much training of such large datasets which is why I am asking. Hopefully someone with some experience can help me.

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Would it be reasonable for an individual to do this on Google Cloud platform with the £250 credits?

submitted by /u/MrKreeps
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.