Inference
new here, what's your stack: worth it? - Printable Version

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new here, what's your stack: worth it? - cacheplane98 - 10-13-2026

Did a bit of testing and thought I'd post the result here.

I tried this with Qwen using MLX on B200. The headline result was better than I expected, but tokens/sec still ended up being the limiting factor.

Happy to post more details if anyone wants them.


Re: new here, what's your stack: worth it? - ggufwire22 - 10-13-2026

A couple things I'd check first. On GB200, the easiest win is often to back off the aggressive settings and see whether the problem survives. Once you know the plain path works, then add the faster path back in piece by piece.


Re: new here, what's your stack: worth it? - thetagrid15 - 10-14-2026

Quote:A couple things I'd check first. On GB200, the easiest win is often to back off the aggressive settings and see whether the problem survives. Once you

Appreciate the detail. That matches what I saw on GB200. I got better results once I stopped chasing one metric and just looked at whether the workflow felt usable.


Re: new here, what's your stack: worth it? - quiettoken - 10-14-2026

Appreciate the detail. I don't think your conclusion is far off. The biggest change for me was simplifying the stack instead of adding one more optimization layer.


Re: new here, what's your stack: worth it? - amberpatch25 - 10-14-2026

following this because I'm in the same boat.


Re: new here, what's your stack: worth it? - ggufwire22 - 10-14-2026

I'd approach it in a boring order. Start by verifying the driver/runtime combo, then test with a smaller prompt, then look at NVFP4. A lot of these threads end up being one bad config plus a pile of conclusions drawn from it.


Re: new here, what's your stack: worth it? - quiettoken - 10-17-2026

A couple things I'd check first. On M3 Max, 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.


Re: new here, what's your stack: worth it? - relaysupply90 - 10-18-2026

following this because I'm in the same boat.


Re: new here, what's your stack: worth it? - cacheplane98 - 10-18-2026

I hit almost the same issue last night.


Re: new here, what's your stack: worth it? - ggufwire22 - 10-18-2026

Need a little more detail here. What model, what runtime, and roughly what context size?