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latency vs throughput for small deployments with PyTorch
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Curious what people here are seeing.

My current setup is TensorRT-LLM with M3 Max, and I keep running into KV cache pressure.

If you've tested something similar, what did you keep and what did you stop bothering with?

For context, I'm not chasing leaderboard numbers. I mostly want the system to feel consistent day to day.
trying not to rebuild again
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latency vs throughput for small deployments with PyTorch - by amberrunner - 09-21-2026, 11:51 PM

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