Preheat the oven to 325F (150C) and spray 2 round cake pans with cooking spray. Line the bottoms of each pan with a round of parchment paper, avoiding the sides. Note: scroll past the recipe for photos to reference while making the cake.
In a large mixing bowl, whisk together the almond flour, sweetener, baking soda, and salt. Be sure there are no remaining clumps of dry ingredients. Set aside.
Measure out the oil in a microwave safe liquid measuring cup and microwave on high for 45 seconds. Stir in the cocoa powder until fully incorporated. Note: this helps bloom the cocoa powder for the best chocolate flavor.
Stir the oil and cocoa mixture into the almond flour mixture. Now add in the remaining wet ingredients: sour cream, beaten eggs, and vanilla. Stir well until fully incorporated. Be sure to scrape the sides and bottom of the bowl.
Pour the batter evenly into the two cake pans. You may want to weight each pan on a kitchen scale to be sure the same amount of batter is in each one. Bake in the center of the preheated oven for 15-18 minutes, until a toothpick comes out with a few crumbs. It's best to err on the side of caution and pull the cakes sooner than later.
Remove the cakes from the oven to a cooling rack and cool the cakes completely before removing from the pans. Note: the center may sink a little after cooling. This is due to the use of moist ingredients to counteract the dryness of the cocoa powder. Cooking longer will alleviate this, but then you are left with a dry cake.