I couldn't really see how to run inference from the pretrained checkpoint on one GPU with a folder of CIF files. If the cost to run inference and predict adsorption is more expensive than running GCMC ...
Material of this tutorial was largely built using the examples from the repositories listed below: The frontier of simulation-based inference, Kyle Cranmer, Johann ...