My work desktop is 32GB and it falls over any time I try to create really big R data sets for others. I have to use a cloud machine with 64GB, and I run that out of memory most of the time when trying to optimize the production pipeline. They refuse to give me anything larger, so that's my upper limit. If anyone knows how to create giant .rds files without storing everything in memory first, I'd love to hear it.