Two very common ways to say what kind of food you'd like to eat are:
I'm craving + FOOD.
I'm craving soup.
I'm craving Chinese.
I'm craving hamburgers.
I'm in the mood for + FOOD.
I'm in the mood for some steaks.
I'm in the mood for chili.
I'm in the mood for sushi.