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recipes for a good local stack with TensorRT-LLM - Printable Version

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recipes for a good local stack with TensorRT-LLM - mlxgarden - 09-16-2026

Posting this in case it saves someone else a little time.

I'm helping a small team set up a local workflow. We don't need a giant stack, but we do care about continuous batching.

I'm especially interested in mistakes worth avoiding.


Re: recipes for a good local stack with TensorRT-LLM - rasterbench - 09-18-2026

same here on my side.


Re: recipes for a good local stack with TensorRT-LLM - rocmriley - 09-18-2026

A couple things I'd check first. If you're on Ollama, 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: recipes for a good local stack with TensorRT-LLM - thetaember38 - 09-18-2026

Quote:A couple things I'd check first. If you're on Ollama, I'd confirm the version first and then reduce variables until the behavior is obvious. A lot of

Ran a quick check on my box. I couldn't reproduce the slowdown until I pushed context much higher.


Re: recipes for a good local stack with TensorRT-LLM - edgeriver - 09-19-2026

subscribed, curious where this lands.


Re: recipes for a good local stack with TensorRT-LLM - cacheline - 09-19-2026

Quote:subscribed, curious where this lands.

Appreciate the detail. The pattern around VRAM headroom has been pretty similar for me. I got better results once I stopped chasing one metric and just looked at whether the workflow felt usable.