Just adding my voice after struggling to the find attachment size-related settings.
Searched with upload size, file size, weight, with no results.
I ended up using the only forum I had not running the last version, where I could finally find the settings Max attachment size KB and Max image size KB 
Even after administrating several instances for years, I still need to use the old menu to find what I want 