Oradea is a city in Romania. It is the seat of the Bihor county, which borders Hungary.
Get to Calea Borsului, at the end of the tram line. From there, it's an easy hitch to Bors, the last village in Romania. After the border, there is a coach stop, with some shops. From there, it should be easy to get a ride to Budapest.