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QLoRA resource reality check
#4
I'd approach it in a boring order. Start by verifying the driver/runtime combo, then test with a smaller prompt, then look at small local stacks. 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.
throughput matters, but tail latency matters too
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Messages In This Thread
QLoRA resource reality check - by cacheline - 10-03-2026, 04:04 PM
Re: QLoRA resource reality check - by batchsize - 10-03-2026, 05:11 PM
Re: QLoRA resource reality check - by quiethouse - 10-05-2026, 06:54 PM
Re: QLoRA resource reality check - by benchplease - 10-08-2026, 01:15 PM
Re: QLoRA resource reality check - by batchsize - 10-04-2026, 02:21 AM
Re: QLoRA resource reality check - by nanobrook - 10-05-2026, 07:14 PM
Re: QLoRA resource reality check - by vectorpoint - 10-06-2026, 04:12 PM
Re: QLoRA resource reality check - by cudascope - 10-06-2026, 08:25 PM
Re: QLoRA resource reality check - by cacheline - 10-07-2026, 08:43 PM
Re: QLoRA resource reality check - by localtinker - 10-08-2026, 12:56 AM
Re: QLoRA resource reality check - by cacheline - 10-08-2026, 09:57 PM
Re: QLoRA resource reality check - by routearch - 10-09-2026, 10:28 PM

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