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submitted 9 months ago by ooli@lemmy.world to c/technology@lemmy.world

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[–] scottmeme@sh.itjust.works 14 points 9 months ago (7 children)

I'm just trying to get my hands on some faster hardware, https://groq.com has been able to do some crazy shit with their 500/tokens/sec on their LPUs

[–] Lojcs@lemm.ee 1 points 9 months ago (5 children)

What kind of a website is that? Super slow and doesn't work without web assembly. Do you really need that for a simple interface

[–] scottmeme@sh.itjust.works 2 points 9 months ago (4 children)

It's not about their frontend, they are running custom LPUs which can process LLM tokens at 500/sec which is insanely impressive.

For reference with a max size of 2k tokens, my dual xeon silver 4114 procs take 2-3 minutes.

[–] Finadil@lemmy.world 1 points 9 months ago

That with a fp16 model? Don't be scared to try even a 4 bit quantization, you'd be surprised at how little is lost and how much quicker it is.

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