Inference
best small quant that still feels smart - Printable Version

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best small quant that still feels smart - paperrunner - 10-03-2026

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, TensorRT-LLM, M3 Max, with a lot of attention on long context.

Feel free to tear it apart if you see something dumb.

For context, I'm not chasing leaderboard numbers. I mostly want the system to feel consistent day to day.


Re: best small quant that still feels smart - vramport - 10-04-2026

I think the bottleneck is somewhere else. I wouldn't optimize around that first. On my side the bigger swing came from the runtime and not the model. Could be a workload difference, but I wouldn't generalize too fast from one setup.


Re: best small quant that still feels smart - benchplease - 10-04-2026

that fixed it for me too.