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+--- Thread: tools worth paying for (/showthread.php?tid=1389)
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tools worth paying for - rocmpath - 10-17-2026
Did a bit of testing and thought I'd post the result here.
Short version: SGLang behaved well for me, but only after I stopped ignoring VRAM headroom.
Curious if anyone else landed in the same place.
Re: tools worth paying for - cudapeak - 10-18-2026
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: tools worth paying for - amberplane - 10-18-2026
Thanks, that helps. That matches what I saw on A6000.
Re: tools worth paying for - quietcraft - 10-18-2026
Quote:Thanks, that helps. That matches what I saw on A6000.
Thanks, that helps. I ended up in about the same place using PyTorch. I got better results once I stopped chasing one metric and just looked at whether the workflow felt usable.
Re: tools worth paying for - latentcraft - 10-18-2026
following this because I'm in the same boat.
Re: tools worth paying for - modrunner27 - 10-18-2026
Quote:following this because I'm in the same boat.
A couple things I'd check first. On B200, the easiest win is often to back off the aggressive settings and see whether the problem survives. A lot of these threads end up being one bad config plus a pile of conclusions drawn from it.
Re: tools worth paying for - quietcraft - 10-18-2026
Maybe, but I had the opposite result. 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: tools worth paying for - orbitline - 10-18-2026
What worked for me was pretty simple. If you're on SGLang, I'd confirm the version first and then reduce variables until the behavior is obvious. A lot of these threads end up being one bad config plus a pile of conclusions drawn from it.
Re: tools worth paying for - southpatch - 10-18-2026
A couple questions before I guess too hard. What model, what runtime, and roughly what context size?
Re: tools worth paying for - macronest - 10-18-2026
What worked for me was pretty simple. On 4090, the easiest win is often to back off the aggressive settings and see whether the problem survives. Not glamorous advice, but repeatable baselines save a lot of time.