diff --git a/python/cuda/bench/__init__.py b/python/cuda/bench/__init__.py
index 119f994b..f197c539 100644
--- a/python/cuda/bench/__init__.py
+++ b/python/cuda/bench/__init__.py
@@ -134,11 +134,6 @@ def __dir__():
     )
 
 
-__doc__ = """
-CUDA Kernel Benchmarking Library Python API
-"""
-
-
 def _get_register():
     if _register is not None:
         return _register
diff --git a/python/cuda/bench/_decorators.py b/python/cuda/bench/_decorators.py
index ce15ded0..dd55b209 100644
--- a/python/cuda/bench/_decorators.py
+++ b/python/cuda/bench/_decorators.py
@@ -98,6 +98,9 @@ def register(fn=None, /):
 
         Example
         -------
+
+        .. code-block:: python
+
             @bench.register()
             @bench.axis.int64("Elements", [1024, 2048])
             @bench.option.min_samples(10)