Posts: 184
Threads: 23
Joined: Sep 2026
Reputation:
0
Thought I'd post a small recipe because a lot of threads ask similar things.
This isn't revolutionary, but the combination of SGLang and Threadripper box felt surprisingly usable once I tuned around long context.
Maybe useful as a starting point for newer folks.
For context, I'm not chasing leaderboard numbers. I mostly want the system to feel consistent day to day.
Mostly CUDA, sometimes wrong, usually measured
Posts: 184
Threads: 23
Joined: Sep 2026
Reputation:
0
I tested this tonight. The issue went away once I changed one setting and restarted the stack cleanly. The main thing that moved was latency, not quality.
Mostly CUDA, sometimes wrong, usually measured
Posts: 62
Threads: 4
Joined: Sep 2026
Reputation:
0
What exact setup are you running? What model, what runtime, and roughly what context size?
I'm happy to test one more variant if you want a second data point.
Posts: 69
Threads: 3
Joined: Sep 2026
Reputation:
0
I hit almost the same issue last night.
still benchmarking everything
Posts: 29
Threads: 5
Joined: Aug 2026
Reputation:
0
A couple things I'd check first. Start by verifying the driver/runtime combo, then test with a smaller prompt, then look at NVFP4.
Posts: 62
Threads: 4
Joined: Sep 2026
Reputation:
0
Interesting, I hadn't tried that. I don't think your conclusion is far off. Worth rechecking your defaults though, because one bad assumption can make the rest of the thread look confusing.
There are a few different conversations hiding inside this thread, so being explicit about the goal helps.
Posts: 184
Threads: 23
Joined: Sep 2026
Reputation:
0
Tried to reproduce it just now. The issue went away once I changed one setting and restarted the stack cleanly. I expected the model choice to matter more than it did.
Mostly CUDA, sometimes wrong, usually measured
Posts: 62
Threads: 4
Joined: Sep 2026
Reputation:
0
What exact setup are you running? Do you see the same thing with a smaller batch or shorter prompt?
Posts: 64
Threads: 12
Joined: Sep 2026
Reputation:
0
Tried to reproduce it just now. The issue went away once I changed one setting and restarted the stack cleanly.
learning in public