microsoft · prasanthpul · Oct 13, 2023 · Oct 12, 2023 · Oct 12, 2023 · Oct 12, 2023
diff --git a/blogs/pytorch-on-the-edge.html b/blogs/pytorch-on-the-edge.html
diff --git a/css/prism.css b/css/prism.css
diff --git a/images/pytorch-on-the-edge-puppies.png b/images/pytorch-on-the-edge-puppies.png
diff --git a/images/pytorch-on-the-edge-speechrec.png b/images/pytorch-on-the-edge-speechrec.png
diff --git a/images/pytorch-on-the-edge-textgen.png b/images/pytorch-on-the-edge-textgen.png
diff --git a/images/pytorch-on-the-edge-training.png b/images/pytorch-on-the-edge-training.png
diff --git a/images/pytorch-on-the-edge-with-ort.png b/images/pytorch-on-the-edge-with-ort.png
diff --git a/images/pytorch-on-the-edge.png b/images/pytorch-on-the-edge.png
diff --git a/js/blogs.json b/js/blogs.json
@@ -1,12 +1,18 @@
 {
     "blogs": [
-  {
-	    "title": "Accelerating over 130,000 Hugging Face models with ONNX Runtime",
+        {
+            "title": "Run PyTorch models on the edge",
+            "date": "October 12th, 2023",
+            "blurb": "Everything you need to know about running PyTorch models on the edge with ONNX Runtime.",
+            "link": "./pytorch-on-the-edge"
+        },
+        {
+	        "title": "Accelerating over 130,000 Hugging Face models with ONNX Runtime",
             "date": "October 4th, 2023",
             "blurb": "Learn how ONNX Runtime helps users accelerate open source machine learning models from Hugging Face.",
             "link": "https://cloudblogs.microsoft.com/opensource/2023/10/04/accelerating-over-130000-hugging-face-models-with-onnx-runtime/"
-  	},
-	  {
+  	    },
+	    {
             "title": "On-Device Training with ONNX Runtime: A deep dive",
             "date": "July 5th, 2023",
             "blurb": "This blog presents technical details of On-Device training with ONNX Runtime. It explains how On-Device Training works and what are the different steps and artifacts involved in the training process. This information will help you train your models on edge devices.",

diff --git a/js/prism.js b/js/prism.js
diff --git a/pytorch.html b/pytorch.html
@@ -229,6 +229,8 @@ <h2>Get innovations into production faster</h2>
     <script src="https://cdnjs.cloudflare.com/ajax/libs/bootstrap/4.6.2/js/bootstrap.min.js"
 	integrity="sha512-7rusk8kGPFynZWu26OKbTeI+QPoYchtxsmPeBqkHIEXJxeun4yJ4ISYe7C6sz9wdxeE1Gk3VxsIWgCZTc+vX3g=="
 	crossorigin="anonymous" referrerpolicy="no-referrer"></script>
+    <script src="js/custom.js"></script>
+
 </body>
 
 </html>