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A quick note about forum organization for Qwen - Printable Version

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A quick note about forum organization for Qwen - macropoint - 10-02-2026

This keeps coming up in conversation so I figured I'd start a thread.

One thing I keep noticing is that people underestimate MoE serving until they actually try to run this stuff for more than one afternoon.

Maybe obvious to some of you, but it clicked for me this week.


Re: A quick note about forum organization for Qwen - Data Sculpting - 10-02-2026

My first guess would be this: On GB200, 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: A quick note about forum organization for Qwen - mangovault67 - 10-05-2026

Quote:My first guess would be this: On GB200, the easiest win is often to back off the aggressive settings and see whether the problem survives. A lot of th

Ran a quick check on my box. The issue went away once I changed one setting and restarted the stack cleanly. The main thing that moved was latency, not quality.


Re: A quick note about forum organization for Qwen - Data Sculpting - 10-06-2026

Maybe, but I had the opposite result. I wouldn't optimize around that first. On my side the bigger swing came from the runtime and not the model. Could be a workload difference, but I wouldn't generalize too fast from one setup.


Re: A quick note about forum organization for Qwen - oxidemixer - 10-06-2026

Quote:Maybe, but I had the opposite result. I wouldn't optimize around that first. On my side the bigger swing came from the runtime and not the model. Coul

What worked for me was pretty simple. Before rebuilding anything, I'd test one clean baseline with Qwen and compare from there. Once you know the plain path works, then add the faster path back in piece by piece.


Re: A quick note about forum organization for Qwen - Data Sculpting - 10-06-2026

worth checking the driver first.


Re: A quick note about forum organization for Qwen - Data Sculpting - 10-07-2026

Interesting, I hadn't tried that. I ended up in about the same place using LM Studio. Worth rechecking your defaults though, because one bad assumption can make the rest of the thread look confusing.


Re: A quick note about forum organization for Qwen - torchshed - 10-08-2026

I tested this tonight. On 7900 XTX with PyTorch, I saw basically the same behavior. The surprise was that memory pressure showed up before throughput collapsed.


Re: A quick note about forum organization for Qwen - Data Sculpting - 10-08-2026

That matches what I was seeing. 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: A quick note about forum organization for Qwen - mangoquill - 10-09-2026

Thanks, that helps. I ended up in about the same place using MLX. I got better results once I stopped chasing one metric and just looked at whether the workflow felt usable.