The most common and most likely answer to this crossword clue is the 4 plus 3 letter word RUSH OFF
I've seen this crossword clue in The Daily Telegraph
R
U
S
H
O
F
F
Buddy explains!

The straight part
We know that "leave quickly" is the straight/definition part of the clue. The straight part is often a synonym or definition, in this case leave quickly = rush off.The cryptic/wordplay part
In cryptic crossword there's often an wordplay/cryptic part as well.This part involves a more complex hint, such as an anagram, homophone, hidden word, etc.
Sadly, We don't have an explanation for this specific crossword clue yet.