Model for predicting ingredient density. Has been trained on USDA FoodData Central data. Outputs a single logit that can directly be used as density without further processing.

Prompt format:

FOOD: {food}
COMMENTS: {comments}

where food is a food description in the USDA FoodData Central format and comments is either an array of comments in the form of [comment1, comment2] or none.

Citation: U.S. Department of Agriculture, Agricultural Research Service, Beltsville Human Nutrition Research Center. FoodData Central. [Internet]. [cited 2026]. Available from https://fdc.nal.usda.gov/.

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