diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 9c52182e85..22a7e6a8d3 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -357,9 +357,7 @@ Submit the changes as a PR to the main branch of
1. Make sure all CI checks are passing.
Once you submit your PR, you can see a generated Netlify preview of your
-build. You can see an example Netlify preview at the following URL:
-
->
+build.
## Do not merge the PR yourself ##
diff --git a/intermediate_source/compiled_autograd_tutorial.rst b/intermediate_source/compiled_autograd_tutorial.rst
index 1091b19a49..bffe73fd12 100644
--- a/intermediate_source/compiled_autograd_tutorial.rst
+++ b/intermediate_source/compiled_autograd_tutorial.rst
@@ -16,7 +16,7 @@ Compiled Autograd: Capturing a larger backward graph for ``torch.compile``
* PyTorch 2.4
* Complete the `Introduction to torch.compile `_
- * Read through the TorchDynamo and AOTAutograd sections of `Get Started with PyTorch 2.x `_
+ * Read through the TorchDynamo and AOTAutograd sections of `Get Started with PyTorch 2.x `_
Overview
--------
diff --git a/recipes_source/intel_neural_compressor_for_pytorch.rst b/recipes_source/intel_neural_compressor_for_pytorch.rst
index ee56938234..0dbd2b2493 100755
--- a/recipes_source/intel_neural_compressor_for_pytorch.rst
+++ b/recipes_source/intel_neural_compressor_for_pytorch.rst
@@ -158,4 +158,4 @@ To leverage accuracy-driven automatic tuning, a specified tuning space is necess
Tutorials
---------
-More detailed tutorials are available in the official Intel® Neural Compressor `doc `_.
+More detailed tutorials are available in the official Intel® Neural Compressor `doc `_.