Reddit user trains transformer to predict blood sugar 2 hours ahead

An encoder-only transformer consumes past glucose, carb, and insulin data plus announced meals and doses to forecast blood glucose two hours ahead. Its context window varies from 8 to 24 hours, with predictions conditioned on planned boluses and basal rates.