The two Xtra Factor presenters have escaped the unpredictable British weather in favour of some warm rays in what appears to be the South of France, which is apparently where Louis Walsh has taken his lucky hopefuls.
And while they've been away, the pair seem to be getting along like a house on fire too.
Caroline uploaded some snaps of herself and new co-host Matt getting into the holiday spirit by dining out at a local restaurant, taking a boat ride and chilling out against the gorgeous scenery of old houses.
The bubbly 33-year-old can be seen wearing a daisy print camisole vest from Topshop and a black skirt in most of of the photos, while Matt decided to try a pink bikini top on for size.
The presenting duo also look like they could be having a go at making wine, as one picture shows Caroline and Matt stood next to giant buckets of grapes, which are traditionally trampled on.
Louis is the first of the four judges to film the nail-biting next stage of the competition, with Sharon Osbourne, Nicole Scherzinger and Gary Barlow's locations still uncertain.
However, The Sun recently revealed that apparently Nicole is jetting her singers out to Antigua, Sharon's contestants are heading to LA and Gary's hopefuls will join him in New York.
Although nothing has been confirmed by the show, Louis is also thought to have recruited All Saints star Nicole Appleton as his guest mentor while abroad.
We're only two episodes into the new series and we can't wait to see more!
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The X Factor winners in pictures!
Copyright: WENN Harsha Gopal