A new set of hyper parameters was introduced with the v4 version of cellpose.
Find the details here. Note also that model_type and channels are deprecated.
In the txsim package I added an if clause that supports the v4 version: https://github.com/theislab/txsim/blob/main/txsim/preprocessing/_segmentation.py
Maybe we want to even support the previous models and call the v4 version "Cellpose-SAM", see the v4 paper here