To prepare a gluten-free version of this Vintage Hot Milk Cake, substitute the all-purpose flour with a 1:1 gluten-free flour blend that includes xanthan gum or another suitable binding agent. Ensure the baking powder, chocolate chips, and all other ingredients used are certified gluten-free, as cross-contamination can occur in some commercial products. Baking time and texture may vary slightly depending on the flour brand used.