Update README.md

README.md

@@ -20,7 +20,7 @@ This modelcard aims to be a base template for new models. It has been generated
 
 ### Model Description
 
-Instead of the bottleneck of ResNet50 which consists of 1x1, 3x3, 1x1 in succession, we instead of make the 1x1, split into two equal halves and multiply them, then apply a 3x3 (depthwise), and a 1x1. All without activation functions except at the end of the block, where we apply a *radial activation function* that I call `hardball`.
+Instead of the `bottleneck` block of ResNet50 which consists of 1x1, 3x3, 1x1 in succession, we instead do a 1x1, split into two equal halves and **multiply** them, then apply a 3x3 (depthwise), and a 1x1, all *without* activation functions except at the end of the block, where we apply a *radial activation function* that I call `hardball`.