"If More of Us Valued Food and Cheer and Song above Hoarded Gold, it would be a Merrier World."
Hobbits love their food and we are told that BagEnd had cellars and "pantries (lots of these)". There are a number of articles on the internet dedicated to food Hobbits eat (or may have eaten). Here are a few links:
1. Tea in Tolkien's 'The Hobbit' by HistoricalFoods
This article goes into wonderful detail of all the food and drink mentioned in Chapter 1 along with recipes and pictures.
2. "Well-stocked larders: Food and Diet of Hobbits" by Stephanie Green on the "Strange Horizons" site.
Recipe here thanks to HistoricalFoods site