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Preheat the oven to 350°F. Lightly grease two small loaf pans or line them with parchment paper.
In a large bowl, mash the bananas until mostly smooth.
Add the eggs, cane sugar, avocado oil, and vanilla. Whisk until well combined.
Add the flour, baking soda, salt, and cinnamon. Gently fold until just combined. Do not overmix.
Fold in the chopped walnuts, if using.
Divide the batter evenly between the two loaf pans.
Bake for 50 to 60 minutes, or until a toothpick inserted into the center comes out clean or with a few moist crumbs.
Let the banana bread cool in the pans for about 10 minutes, then transfer to a wire rack to cool completely. Bon appétit!