The solution is to use a switch for the value, instead of passing the bounds into check_parameters as we do here: pymc/continuous.py at cadff75cc3787b3d98e8a77f659c1cbb42de63bd · pymc-devs/pymc · GitHub
Usually, we do it like this:
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