logoalt Hacker News

punnerudyesterday at 8:04 AM4 repliesview on HN

Could we all get bigger FPGAs and load the model onto it using the same technique?


Replies

generusoyesterday at 8:30 AM

You could [1], but it is not very cheap -- the 32GB development board with the FPGA used in the article used to cost about $16K.

[1] https://arxiv.org/abs/2401.03868

sowbugyesterday at 6:20 PM

FPGAs aren't very power-efficient. You could do it, but the numbers wouldn't add up for anything but prototyping.

fercircularbufyesterday at 8:06 AM

I thought about this exact question yesterday. Curious to know why we couldn't, if it isn't feasible. Would allow one to upgrade to the next model without fabricating all new hardware.

wmfyesterday at 8:22 AM

FPGAs have really low density so that would be ridiculously inefficient, probably requiring ~100 FPGAs to load the model. You'd be better off with Groq.

show 1 reply