7 ms·

I believe in the article Huang claims it’s not that expensive

• 2024throwaway 3y ago
  That claim is wrong. Training even a very basic model like TinyLlama takes 90 days on 16 x A100 GPUs [0]. A p4 box containing 8 X A100 GPUs costs $32/hr [1]. So 90 days * 2 p4 boxes * 24 hours * $32/hr = $138,240 Larger models run into the millions of dollars. Though I suppose it all depends on your personal definition of expensive. [0] https://github.com/jzhang38/TinyLlama https://github.com/jzhang38/TinyLlama [1] https://aws.amazon.com/ec2/instance-types/p4/ https://aws.amazon.com/ec2/instance-types/p4/
  • ta1243 3y ago
    millions of dollars is a rounding error in almost any country's budget.