Choosing a Dispersion Option in scvi Model Training

I’m having difficulty choosing a dispersion option for training a scvi model. Can someone explain more about how the dispersion parameter works and maybe some scenarios where the data would be better suited for each option?
Also, does/how does the dispersion parameter effect batch correction?

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I am reviving this question.
I would also be interested to know.