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Nip off
Quick Departure
Use 'nip off' when someone leaves a place swiftly, often without drawing attention. 
Slight Politeness
'Nip off' can feel less abrupt than 'leave', showing a bit of courtesy. 
Casual Context
Best used in informal situations; might be too casual for formal events. 