457 is an employer sponsored, temporary visa that does not give you permanent residency I.e. No job, you go home.
Maybe share some more info (new thread) around your partner, how long you have been together and you will get a better idea of options. Some really good migration agents are on here and will give some high level advice to get you thinking about your next steps.