Inference
consumer GPU serving economics - Printable Version

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Re: consumer GPU serving economics - macropilot - 10-06-2026

Quote:A couple things I'd check first. If you're on vLLM, I'd confirm the version first and then reduce variables until the behavior is obvious. A lot of th

worth checking the driver first.


Re: consumer GPU serving economics - northquill - 10-06-2026

A couple questions before I guess too hard. Do you see the same thing with a smaller batch or shorter prompt?


Re: consumer GPU serving economics - northhall88 - 10-07-2026

Quote:A couple questions before I guess too hard. Do you see the same thing with a smaller batch or shorter prompt?

I'd approach it in a boring order. On Threadripper box, the easiest win is often to back off the aggressive settings and see whether the problem survives.


Re: consumer GPU serving economics - bytestack - 10-07-2026

Appreciate the detail. I ended up in about the same place using llama.cpp.