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Please keep off topic stuff in the Off Topic forum - Data Sculpting - 08-31-2026
Quick reminder: please keep off-topic conversations in the Off Topic forum.
That helps the technical sections stay useful for people searching for hardware, models, engines, and troubleshooting threads later.
Re: Please keep off topic stuff in the Off Topic forum - Data Sculpting - 08-31-2026
worth checking the driver first.
Re: Please keep off topic stuff in the Off Topic forum - sparrowhall - 09-01-2026
Quote:worth checking the driver first.
What worked for me was pretty simple. If you're on llama.cpp, I'd confirm the version first and then reduce variables until the behavior is obvious.
Re: Please keep off topic stuff in the Off Topic forum - Data Sculpting - 09-01-2026
Appreciate the detail. I don't think your conclusion is far off. I got better results once I stopped chasing one metric and just looked at whether the workflow felt usable.
Re: Please keep off topic stuff in the Off Topic forum - stackpilot - 09-01-2026
Quote:Appreciate the detail. I don't think your conclusion is far off. I got better results once I stopped chasing one metric and just looked at whether the
Did a small comparison this afternoon. The issue went away once I changed one setting and restarted the stack cleanly. The main thing that moved was latency, not quality.
Re: Please keep off topic stuff in the Off Topic forum - Data Sculpting - 09-01-2026
Need a little more detail here. Is this local-only or are you routing anything externally?
Re: Please keep off topic stuff in the Off Topic forum - thetafield - 09-03-2026
I don't think that's the whole story. I wouldn't optimize around that first. On my side the bigger swing came from the runtime and not the model. Worth testing the simpler explanation before adopting the more interesting one.
Re: Please keep off topic stuff in the Off Topic forum - Data Sculpting - 09-04-2026
Thanks, that helps. I ended up in about the same place using PyTorch. Worth rechecking your defaults though, because one bad assumption can make the rest of the thread look confusing.
Re: Please keep off topic stuff in the Off Topic forum - deltagrid - 09-04-2026
I think the bottleneck is somewhere else. The reported numbers can look compelling, but in ordinary usage I didn't see the same benefit. Worth testing the simpler explanation before adopting the more interesting one.
Re: Please keep off topic stuff in the Off Topic forum - Data Sculpting - 09-04-2026
My first guess would be this: If you're on PyTorch, I'd confirm the version first and then reduce variables until the behavior is obvious. Once you know the plain path works, then add the faster path back in piece by piece.