The former Girls Aloud singer was seen grinning from ear-to-ear while she clutched husband JB's hand as the pair made their way through the crowd of paps to meet pals at the celebrity haunt.
Chezza's former band mates Nicola Roberts and Kimberley Walsh were also seen arriving, along with The Saturdays singer and mum-of-one Rochelle Humes.
Cheryl and JB were both dressed in black for the occasion, Chez in a stunning silk and velvet gown made good with sheer pleated French chiffon skirt by British couturiers Ralph & Russo and JB in a smart tuxe.
It is the first time the pair have been pictured together since they took us all by surprise and got hitched after just three months of dating.
The 31-year-old announced her wedding news on Instagram by sharing a snap of her enormous engagement ring and sparkly wedding band.
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"Cheryl just wants to share her happiness with those closest to her and it will be throwing a party at some point later this week," a source told the Mail Online.
"She won't be renewing her vows or having another ceremony as has been reported, or even wearing a wedding dress.
"She's been so busy that she hasn't had time to see everyone since she flew back home, so this is the perfect opportunity for her and Jean-Bernard to catch up with their nearest and dearest."
For everything you need to know about Cheryl's wedding click here.