addressed review comments for formatting

Author: agunapal

recipes_source/recipes_index.rst

@@ -150,6 +150,12 @@ Recipes are bite-sized, actionable examples of how to use specific PyTorch featu
    :link: ../recipes/recipes/swap_tensors.html
    :tags: Basics
 
+.. customcarditem::
+   :header: torch.export AOTInductor Tutorial for Python runtime
+   :card_description: Learn an end-to-end example of how to use AOTInductor for python runtime.
+   :image: ../_static/img/thumbnails/cropped/generic-pytorch-logo.png
+   :link: ../recipes/torch_export_aoti_python.html
+   :tags: Basics
 
 .. Interpretability
 

recipes_source/torch_export_aoti_python.py

@@ -32,9 +32,9 @@
 ######################################################################
 # Prerequisites
 # -------------
-#   * PyTorch 2.4 or later
-#   * Basic understanding of ``torch.export`` and AOTInductor
-#   * Complete the `AOTInductor: Ahead-Of-Time Compilation for Torch.Export-ed Models <https://pytorch.org/docs/stable/torch.compiler_aot_inductor.html#>`_ tutorial
+# * PyTorch 2.4 or later
+# * Basic understanding of ``torch.export`` and AOTInductor
+# * Complete the `AOTInductor: Ahead-Of-Time Compilation for Torch.Export-ed Models <https://pytorch.org/docs/stable/torch.compiler_aot_inductor.html#>`_ tutorial
 
 ######################################################################
 # What you will learn