Ask HN: Hardware for 1k RPS?

I ran an uncensored model on a CPU server. as expected its dead slow (min or two per query).

What kinda hardware (GPU) do i need to serve 1k RPS?

I could not find APIs for uncensored models that kinda forced me to run locally

2 comments

Depends on your model size and how many of it can fit in memory. Multiply the size by 1k and divide by the memory capacity of the hardware for a rough ballpark.

https://venice.ai claim to offer uncensored models (I’ve not tested that claim)

Thanks, I give it a try.