Data Loader has an option called Hard Delete which basically deletes the record permanently without storing a copy of it in Recycle Bin.
Out of the box you dont get access to that feature.
So, how to enable it?
You need to take this navigation Open the Data Loader App > Settings > Settings >Enable Bulk Api
Once this checkbox is enabled we get the option to hard delete records.
Hope this was helpful!