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eval setup for local models: setup advice
#1
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 tool calling.

Would rather learn from your scars than collect my own all at once.

I care more about stability than squeezing the last possible tokens/sec out of it.

I expected the biggest difference to come from the model, but the stack around it mattered at least as much.
throughput matters, but tail latency matters too
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eval setup for local models: setup advice - by batchsize - 09-27-2026, 02:28 AM

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