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on-device inference worth the effort: what are you seeing?
#1
This keeps coming up in conversation so I figured I'd start a thread.

One thing I keep noticing is that people underestimate consumer GPUs until they actually try to run this stuff for more than one afternoon.

Maybe obvious to some of you, but it clicked for me this week.

This is mostly for local work rather than public serving.

The part that surprised me was how much the boring details mattered more than the model choice.
trying not to rebuild again
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on-device inference worth the effort: what are you seeing? - by amberrunner - 10-12-2026, 03:17 AM

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