Refreshing large semantic models: Semantic models that are close to half the size of the capacity size (for example, a 12-GB semantic model on a 25-GB capacity size) may exceed the available memory during refreshes. Using the enhanced refresh REST API or the XMLA endpoint, you can perform fine grained data refreshes, so that the memory needed by the refresh can be minimized to fit within your capacity's size.