Because Nuremberg was the Nazi Capital of rallies. these Infamous rallies that garnered all kinds of support and such. It was chosen because Nuremberg was kind of the Jewel of the Nazis, so it was a symbolic thing.
Basically, by holding in Nuremberg it signaled the end of the Nazi Party.