Definition
To continue having fun, celebrating, or enjoying oneself.
How People Actually Use It
When you are excited about something.
"Wayne: Party on Garth! Garth: Party on Wayne! Wayne: Excellent!"
Source: Urban Dictionary
Idiom Breakdown
party on
SLANG English phrasal verbs formed with "on"