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+--- Thread: dataset format recommendations: worth it? (/showthread.php?tid=1053)
dataset format recommendations: worth it? - audioforge - 10-12-2026
Thought I'd post a small recipe because a lot of threads ask similar things.
Just sharing a setup that ended up working reasonably well: Mixtral, SGLang, B200, with a lot of attention on VRAM headroom.
Feel free to tear it apart if you see something dumb.
For context, I'm not chasing leaderboard numbers. I mostly want the system to feel consistent day to day.
Re: dataset format recommendations: worth it? - phasenode - 10-12-2026
I'd start with the simpler stack.
Re: dataset format recommendations: worth it? - routecraft - 10-12-2026
A couple things I'd check first. Start by verifying the driver/runtime combo, then test with a smaller prompt, then look at small local stacks. Once you know the plain path works, then add the faster path back in piece by piece.