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Error pickling when doing checkpoints#1680

Description

@spartanjoax

馃悰 Describe the bug
The checkpoint plugin is giving an error when saving a checkpoint, in the dill library: TypeError: cannot pickle 'ConfigModuleInstance' object

Python version: 3.11.10
Dill version: 0.3.9

馃悳 To Reproduce
The error can be reproduced by simply running the unit tests on the library:

FAST_TEST=True python -m unittest discover tests -v

馃悵 Expected behavior
It is expected for the checkpoints to work.

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