diff --git a/python/mlx/nn/layers/activations.py b/python/mlx/nn/layers/activations.py
index fcb4483ac..580f0b261 100644
--- a/python/mlx/nn/layers/activations.py
+++ b/python/mlx/nn/layers/activations.py
@@ -169,7 +169,6 @@ class Sigmoid(Module):
     .. math::
         \text{Sigmoid}(x) = \sigma(x) = \frac{1}{1 + \exp(-x)}
     """
-    pass
 
 
 def step(x: mx.array, threshold: float = 0.0):
@@ -251,7 +250,6 @@ class Mish(Module):
         \text{Mish}(x) = x * \text{Tanh}(\text{Softplus}(x))
 
     """
-    pass
 
 
 @_make_activation_module(relu)
@@ -261,7 +259,6 @@ class ReLU(Module):
 
     See :func:`relu`, for the functional equivalent.
     """
-    pass
 
 
 class LeakyReLU(Module):
@@ -305,7 +302,6 @@ class ReLU6(Module):
 
     See :func:`relu6`, for the functional equivalent.
     """
-    pass
 
 
 @_make_activation_module(softmax)
@@ -314,7 +310,6 @@ class Softmax(Module):
 
     See :func:`softmax`, for the functional equivalent.
     """
-    pass
 
 
 @_make_activation_module(softplus)
@@ -323,7 +318,6 @@ class Softplus(Module):
 
     See :func:`softplus`, for the functional equivalent.
     """
-    pass
 
 
 @_make_activation_module(softsign)
@@ -332,7 +326,6 @@ class Softsign(Module):
 
     See :func:`softsign`, for the functional equivalent.
     """
-    pass
 
 
 class CELU(Module):
@@ -360,7 +353,6 @@ class SiLU(Module):
 
     See :func:`silu`, for the functional equivalent.
     """
-    pass
 
 
 @_make_activation_module(log_softmax)
@@ -369,7 +361,6 @@ class LogSoftmax(Module):
 
     See :func:`log_softmax`, for the functional equivalent.
     """
-    pass
 
 
 @_make_activation_module(log_sigmoid)
@@ -378,7 +369,6 @@ class LogSigmoid(Module):
 
     See :func:`log_sigmoid`, for the functional equivalent.
     """
-    pass
 
 
 class PReLU(Module):
@@ -456,7 +446,6 @@ class Tanh(Module):
 
     See :func:`tanh`, for the functional equivalent.
     """
-    pass
 
 
 @_make_activation_module(hardswish)
@@ -465,7 +454,6 @@ class Hardswish(Module):
 
     See :func:`hardswish`, for the functional equivalent.
     """
-    pass
 
 
 class Step(Module):
@@ -498,4 +486,3 @@ class SELU(Module):
 
     See :func:`selu`, for the functional equivalent.
     """
-    pass