"Party with your friends" in English means Faire la fête avec des amis for male friends and Faire la fête avec des amies for female friends in French.
"Party" in English is fête or soirée in French.
"It's a party!" in English is C'est la fête! in French.
"A large party" in English is une grande fête in French.
"Come to the party!" in English is Venez à la fête! in French.
"la fête"
"I want to party!" in English is Je veux faire la fête!in French.
"We're going to party!" in English is On va faire la fête! in French.
"Are you enjoying the party?" in English is Tu t'amuses bien à la fête? in French.
"You are invited to a party!" in English is Vous êtes invité à une fête! in French.
"Are you coming to my party?" in English is Tu viens à ma petite fête? in French.
je vais à la fête de mes ami(e)s
"fête" means feast or party