diff --git a/docs/src/guide/saving.md b/docs/src/guide/saving.md
index fb00454eec..57f2b9bdb9 100644
--- a/docs/src/guide/saving.md
+++ b/docs/src/guide/saving.md
@@ -21,7 +21,12 @@ julia> Flux.@layer MyModel
 julia> MyModel() = MyModel(Chain(Dense(10 => 5, relu), Dense(5 => 2)));
 
 julia> model = MyModel()
-MyModel(Chain(Dense(10 => 5, relu), Dense(5 => 2)))  # 67 parameters
+MyModel(
+  Chain(
+    Dense(10 => 5, relu),               # 55 parameters
+    Dense(5 => 2),                      # 12 parameters
+  ),
+)                   # Total: 4 arrays, 67 parameters, 484 bytes.
 
 julia> model_state = Flux.state(model);
 
diff --git a/src/layers/macro.jl b/src/layers/macro.jl
index 8ab26102f2..cd711f3b9c 100644
--- a/src/layers/macro.jl
+++ b/src/layers/macro.jl
@@ -38,13 +38,13 @@ Trio(
   Dropout(0.4),
 )                   # Total: 3 arrays, 4 parameters, 240 bytes.
 
-# Freeze `c`, equivalent to `Optimisers.trainable(tri::Trio) = (; tri.a, tri.b)`
-julia> Flux.@layer Trio trainable=(a,b) 
+julia> Flux.@layer :noexpand Trio trainable=(a,b)
 
-# Now the optimizer's state won't contain `c`
-julia> opt_state = Flux.setup(Adam(), tri);
-```
+julia> tri  # now the layer is printed compactly
+Trio(Dense(2 => 1, tanh), Dense(1 => 1; bias=false), Dropout(0.4))  # 4 parameters
 
+julia> opt_state = Flux.setup(Adam(), tri); # `c` is not in the optimizer state
+```
 """
 macro layer(exs...)
   _layer_macro(exs...)