diff --git a/examples/preprocessing/README.md b/examples/preprocessing/README.md
index 3103f906..81ea6923 100644
--- a/examples/preprocessing/README.md
+++ b/examples/preprocessing/README.md
@@ -26,7 +26,7 @@
 # OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 -->
 
-# **Preprocessing Using Python Backend Example**
+# Preprocessing Using Python Backend Example
 This example shows how to preprocess your inputs using Python backend before it is passed to the TensorRT model for inference. This ensemble model includes an image preprocessing model (preprocess) and a TensorRT model (resnet50_trt) to do inference.
 
 **1. Converting PyTorch Model to ONNX format:**
diff --git a/inferentia/README.md b/inferentia/README.md
index 381c8ed8..fb0de4f7 100644
--- a/inferentia/README.md
+++ b/inferentia/README.md
@@ -34,7 +34,7 @@ and the [Neuron Runtime](https://awsdocs-neuron.readthedocs-hosted.com/en/latest
 
 ## Table of Contents
 
-- [Using Triton with Inferentia](#using-triton-with-inferentia)
+- [Using Triton with Inferentia 1](#using-triton-with-inferentia-1)
   - [Table of Contents](#table-of-contents)
   - [Inferentia setup](#inferentia-setup)
   - [Setting up the Inferentia model](#setting-up-the-inferentia-model)