What is tune in sampler?

Nope! They are two parameters set separately pm.sample(n_samples, tune=n_tune).

I think the default of 500 samples and 500 tuning samples is usually good, but more tuning can sometimes help for complicated geometries, and more samples can sometimes help if you are making careful estimates.

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