diff --git a/examples/azure/completions.ipynb b/examples/azure/completions.ipynb
index da72f2f1..53d42f42 100644
--- a/examples/azure/completions.ipynb
+++ b/examples/azure/completions.ipynb
@@ -189,13 +189,6 @@
     "print(f'Deleting deployment: {deployment_id}')\n",
     "openai.Deployment.delete(sid=deployment_id)"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {
diff --git a/examples/azure/finetuning.ipynb b/examples/azure/finetuning.ipynb
index 434901d8..457bfbee 100644
--- a/examples/azure/finetuning.ipynb
+++ b/examples/azure/finetuning.ipynb
@@ -1,11 +1,12 @@
 {
  "cells": [
   {
+   "attachments": {},
    "cell_type": "markdown",
    "metadata": {},
    "source": [
     "# Azure Fine tuning example\n",
-    "In this example we'll try to go over all operations that can be done using the Azure endpoints and their differences with the openAi endpoints (if any).<br>\n",
+    "In this example we'll try to go over all operations that can be done using the Azure endpoints and their differences with the openAI endpoints (if any).<br>\n",
     "This example focuses on finetuning but also touches on the majority of operations that are available using the API. This example is meant to be a quick way of showing simple operations and is not meant as a finetune model adaptation tutorial.\n"
    ]
   },