In a medium saucepan over low heat, combine 3 tablespoons unsalted butter, the 10-ounce (283.5 g) portion of miniature marshmallows, and 1/4 cup (21.5 g) Dutch-process cocoa powder. Stir constantly until the marshmallows are melted and the mixture is smooth.
Stir 1/2 cup (125 g) almond butter into the melted marshmallow mixture until fully incorporated, then remove the pan from the heat.
Add 6 cups (168 g) Rice Krispies to the pan and stir until the cereal is evenly coated with the chocolate-marshmallow mixture.
Working quickly, add the remaining 2 cups miniature marshmallows, 1 cup (117 g) chopped walnuts, and 1 cup (180 g) mini chocolate chips. Fold them in gently and evenly.
Pour the mixture into the prepared baking dish. Use a greased spatula, the back of a greased wooden spoon, or lightly greased hands to press the mixture into an even, tightly packed layer.
Refrigerate for at least 30 minutes, or until set.
Cut into bars to serve. Store leftovers in an airtight container at room temperature for softer, gooey bars or in the refrigerator for firmer bars.