Incremental Refresh is not working

Dear Experts,

I've configured the incremental refresh on one of the datasets, but it's continously failing (gives below error). I set the incremental refresh to only refresh the data for last 7 days but it looks like it's still trying to refresh the complete data. My dataset has three tables and have approx 50million rows that's why I'm trying to refresh only last 7 days rows (that are approx. 230K). I also tried to run the query on the source table with last 7 days filter and that query completed with 1 sec. Don't know power BI still trying to refresh complete data and after 1 hour it says memory exceed error. Need your guidance please.

pilot_quantum_parts_inventory_v1  has failed to refresh.
Failure details: The last refresh attempt failed because of an internal service error. This is usually a transient issue. If you try again later and still see this message, contact support.

Resource Governing: This operation was canceled because there wasn't enough memory to finish running it. Either reduce the memory footprint of your dataset by doing things such as limiting the amount of imported data, or if using Power BI Premium, increase the memory of the Premium capacity where this dataset is hosted. More details: consumed memory 24806 MB, memory limit 24806 MB, database size before command execution 793 MB. See https://go.microsoft.com/fwlink/?linkid=2159753 to learn more.

Next refresh for pilot_quantum_parts_inventory_v1 is scheduled for July 28, 2023 7:00 UTC.