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Thought I'd post a small recipe because a lot of threads ask similar things.
This isn't revolutionary, but the combination of vLLM and Threadripper box felt surprisingly usable once I tuned around NVFP4.
Feel free to tear it apart if you see something dumb.
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Did a small comparison this afternoon. My result was mixed: first run looked bad, second run looked normal.
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What worked for me was pretty simple. Before rebuilding anything, I'd test one clean baseline with Gemma and compare from there. A lot of these threads end up being one bad config plus a pile of conclusions drawn from it.
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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.
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I'd start with the simpler stack.
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Ran a quick check on my box. My result was mixed: first run looked bad, second run looked normal.
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My first guess would be this: On dual 3090, 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.
team red, team patient