diff --git a/docs/src/models/basics.md b/docs/src/models/basics.md
index 74e5823e..d8c629aa 100644
--- a/docs/src/models/basics.md
+++ b/docs/src/models/basics.md
@@ -27,7 +27,7 @@ softmax(affine1(x1)) # [0.167952, 0.186325, 0.176683, 0.238571, 0.23047]
 softmax(affine2(x1)) # [0.125361, 0.246448, 0.21966, 0.124596, 0.283935]
 ```
 
-We just created two separate `Affine` layers, and each contains its own version of `W` and `b`, leading to a different result when called with our data. It's easy to define templates like `Affine` ourselves (see [The Template](@ref)), but Flux provides `Affine` out of the box, so we'll use that for now.
+We just created two separate `Affine` layers, and each contains its own version of `W` and `b`, leading to a different result when called with our data. It's easy to define templates like `Affine` ourselves (see [templates](templates.html)), but Flux provides `Affine` out of the box, so we'll use that for now.
 
 ## Combining Models