Inference
CLI helpers for local models - Printable Version

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CLI helpers for local models - modgarden - 09-12-2026

I'm trying to sanity-check my setup.

My current setup is LM Studio with A6000, and I keep running into VRAM headroom.

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

This is mostly for local work rather than public serving.


Re: CLI helpers for local models - amberpatch25 - 09-13-2026

That matches what I was seeing. 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.


Re: CLI helpers for local models - rocmriley - 09-13-2026

I tested this tonight. On 4090 with TensorRT-LLM, I saw basically the same behavior. I expected the model choice to matter more than it did.