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synthetic data for support bots: setup advice - Printable Version

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synthetic data for support bots: setup advice - audioforge - 08-22-2026

Wanted to compare notes with people doing similar things.

My current setup is LM Studio with dual 3090, and I keep running into HBM constraints.

Not looking for the perfect answer, mostly what worked in real use.


Re: synthetic data for support bots: setup advice - plainline - 08-24-2026

that fixed it for me too.


Re: synthetic data for support bots: setup advice - phasetrack - 08-24-2026

I'd approach it in a boring order. Start by verifying the driver/runtime combo, then test with a smaller prompt, then look at workstation thermals. Not glamorous advice, but repeatable baselines save a lot of time.


Re: synthetic data for support bots: setup advice - deltapoint17 - 08-27-2026

A couple things I'd check first. Start by verifying the driver/runtime combo, then test with a smaller prompt, then look at batch size.


Re: synthetic data for support bots: setup advice - orbitgarden - 08-27-2026

Did a small comparison this afternoon. The issue went away once I changed one setting and restarted the stack cleanly.


Re: synthetic data for support bots: setup advice - routecraft - 08-28-2026

Need a little more detail here. Is this local-only or are you routing anything externally? Turns out 'just one more test' was a lie.


Re: synthetic data for support bots: setup advice - plainline - 08-28-2026

Quote:Need a little more detail here. Is this local-only or are you routing anything externally? Turns out 'just one more test' was a lie.

That matches what I was seeing. 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: synthetic data for support bots: setup advice - batchsize - 08-28-2026

Quote:
Quote:Need a little more detail here. Is this local-only or are you routing anything externally? Turns out 'just one more test' was a lie.

A couple things I'd check first. On 5090, 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.

There are a few different conversations hiding inside this thread, so being explicit about the goal helps.


Re: synthetic data for support bots: setup advice - rocmplane - 08-31-2026

worth checking the driver first.


Re: synthetic data for support bots: setup advice - forgemixer - 09-01-2026

Interesting, I hadn't tried that. 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. The logs were somehow calmer than I was.