Inference
quant choices for 70B local - Printable Version

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Re: quant choices for 70B local - southpatch - 09-24-2026

What worked for me was pretty simple. If you're on PyTorch, I'd confirm the version first and then reduce variables until the behavior is obvious. Once you know the plain path works, then add the faster path back in piece by piece.


Re: quant choices for 70B local - torchshed - 09-25-2026

Quote:What worked for me was pretty simple. If you're on PyTorch, I'd confirm the version first and then reduce variables until the behavior is obvious. Onc

Need a little more detail here. Do you see the same thing with a smaller batch or shorter prompt?


Re: quant choices for 70B local - llmarch83 - 09-26-2026

worth checking the driver first.


Re: quant choices for 70B local - nanobrook - 09-26-2026

What worked for me was pretty simple. Before rebuilding anything, I'd test one clean baseline with DeepSeek and compare from there. Not glamorous advice, but repeatable baselines save a lot of time.


Re: quant choices for 70B local - torchshed - 09-27-2026

I'd approach it in a boring order. If you're on llama.cpp, I'd confirm the version first and then reduce variables until the behavior is obvious. A lot of these threads end up being one bad config plus a pile of conclusions drawn from it.


Re: quant choices for 70B local - fastscope - 09-27-2026

Quote:I'd approach it in a boring order. If you're on llama.cpp, I'd confirm the version first and then reduce variables until the behavior is obvious. A lo

Appreciate the detail. I ended up in about the same place using LM Studio. I got better results once I stopped chasing one metric and just looked at whether the workflow felt usable.

If you post your exact settings, people here can probably narrow it down pretty fast.