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QLoRA resource reality check on A6000 - Printable Version +- Inference (https://www.datasculpting.ai/inference) +-- Forum: Optimization & Performance (https://www.datasculpting.ai/inference/forumdisplay.php?fid=10) +--- Forum: Benchmarks (https://www.datasculpting.ai/inference/forumdisplay.php?fid=43) +--- Thread: QLoRA resource reality check on A6000 (/showthread.php?tid=493) Pages:
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Re: QLoRA resource reality check on A6000 - batchpeak - 10-02-2026 Need a little more detail here. What model, what runtime, and roughly what context size? Re: QLoRA resource reality check on A6000 - routearch - 10-05-2026 Good point. I ended up in about the same place using LM Studio. The biggest change for me was simplifying the stack instead of adding one more optimization layer. Re: QLoRA resource reality check on A6000 - kernelghost - 10-05-2026 Quote:Good point. I ended up in about the same place using LM Studio. The biggest change for me was simplifying the stack instead of adding one more optimiz 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. |