Step-by-step explanation:
Are you down for a dinner at my place?
or
Are you down for some food at my place?
Or you can replace ''my place'' with my crib or something similar.
Colloquial speech is considering type of speech that is used for casual communication usually bewtween friends and the young population, especially teenagers. It is the type of speech that is not using formal language.