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What scenarios does a home server need a GPU?
(alien.top)
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I have found transcoding to work noticeably better when using quicksync (the intel chip native encoder) rather than a GPU.
At this point, I think the only real reason you would want a GPU is for LLMs.
A decent, recent Nvidia GPU is going to beat most CPUs. I wouldn't shell out extra for a GPU just for transcoding, though. Good enough is good enough.