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Allow steps to decide number of tune #8080

@ricardoV94

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@ricardoV94

Description

Instead of hardcoding a conservative default, tune=None (default), will mean that each step sampler can voice how much tuning it needs, and we choose the max of all.

CategoricalGibbsMetropolis needs 0
@aloctavodia says BART can do with less
nutpie usually does less, but tweaks based on settings.

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