Num samples in export posterior for Visium HD

Hi all
I am chunking Visium HD data to train model in parts, I had a question regarding export_posterior. Should I increase the number of samples? Will that affect accuracy of my results? Same for the adata_sc training, should I increase the number of samples there as well??

Sorry if this is a very naive or if my understanding of export_posterior is wrong.

Thank you!