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tools worth paying for on GB200 - Printable Version

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tools worth paying for on GB200 - mellowstream - 10-18-2026

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: Llama, LM Studio, M3 Max, with a lot of attention on 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.


Re: tools worth paying for on GB200 - vramarch - 10-18-2026

A couple questions before I guess too hard. Are you testing this on A6000 or something else?


Re: tools worth paying for on GB200 - dockriver - 10-18-2026

Can you fill in a bit more context? Do you see the same thing with a smaller batch or shorter prompt?


Re: tools worth paying for on GB200 - papermixer4 - 10-18-2026

Appreciate the detail. I ended up in about the same place using Ollama.


Re: tools worth paying for on GB200 - deepseeked - 10-18-2026

What worked for me was pretty simple. On M3 Max, the easiest win is often to back off the aggressive settings and see whether the problem survives.


Re: tools worth paying for on GB200 - orbitline - 10-18-2026

Quote:Can you fill in a bit more context? Do you see the same thing with a smaller batch or shorter prompt?

I'd approach it in a boring order. On B200, 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: tools worth paying for on GB200 - nanobrook - 10-18-2026

subscribed, curious where this lands.


Re: tools worth paying for on GB200 - modbench - 10-19-2026

subscribed, curious where this lands.


Re: tools worth paying for on GB200 - deepseeked - 10-19-2026

What exact setup are you running? What model, what runtime, and roughly what context size?


Re: tools worth paying for on GB200 - macrolab - 10-19-2026

Can you fill in a bit more context? What model, what runtime, and roughly what context size?