diff --git a/beginner_source/profiler.py b/beginner_source/profiler.py
index 0b69009720..6a3894cbbd 100644
--- a/beginner_source/profiler.py
+++ b/beginner_source/profiler.py
@@ -319,3 +319,4 @@ def forward(self, input, mask):
 # - `Profiler Usage Recipe <https://docs.pytorch.org/tutorials/recipes/recipes/profiler_recipe.html>`__
 # - `Profiling RPC-Based Workloads <https://pytorch.org/tutorials/recipes/distributed_rpc_profiling.html>`__
 # - `Profiler API Docs <https://pytorch.org/docs/stable/autograd.html?highlight=profiler#profiler>`__
+# - `Hugging Face PyTorch Profiler Blog Post <https://huggingface.co/blog/torch-profiler>`__
diff --git a/recipes_source/recipes/profiler_recipe.py b/recipes_source/recipes/profiler_recipe.py
index a8d1a4dc6b..ef0471e75d 100644
--- a/recipes_source/recipes/profiler_recipe.py
+++ b/recipes_source/recipes/profiler_recipe.py
@@ -480,4 +480,4 @@ def trace_handler(p):
 #
 # - `PyTorch Benchmark <https://pytorch.org/tutorials/recipes/recipes/benchmark.html>`_
 # - `Visualizing models, data, and training with TensorBoard <https://pytorch.org/tutorials/intermediate/tensorboard_tutorial.html>`_ tutorial
-#
+# - `Hugging Face PyTorch Profiler Blog Post <https://huggingface.co/blog/torch-profiler>`__