PyMC4 on TFP was the plan, but they made a recent announcement [1] indicating those efforts would stop, and instead, they would develop PyMC3+JAX+Theano.
[1] https://pymc-devs.medium.com/the-future-of-pymc3-or-theano-i...
[1] https://pymc-devs.medium.com/the-future-of-pymc3-or-theano-i...
Looks like I get the best of both worlds now.