I don't think it qhas anything to do with that particular file .. i think its more to do with you number of timepoints X number columns in the design X EVs
Yeah, it's high-res data, so there's going to be a lot of individual time series. All of the other files that are working with fewer GBs of RAM have exactly the same structure.