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Hardware requirements for inference? #37

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jjtolton opened this issue Jan 11, 2023 · 1 comment
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Hardware requirements for inference? #37

jjtolton opened this issue Jan 11, 2023 · 1 comment

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@jjtolton
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I see the documentation on the hardware requirements for training. Any thoughts on what the requirements for inference are? Thank you!
@jjtolton
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According to this,

the logic for the 1.5 billion param GPT-2:
$1.5 \times 10^9 \textrm{params}\times 2 \textrm{bytes/param} \times 10^{-9} \textrm{gigs/byte} = 3 \textrm{gigs}$.

Does that seem accurate?

@NightMachinery NightMachinery mentioned this issue Jan 11, 2023
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