diff --git a/index.html b/index.html
index f395c2c3b102..b00999b259e4 100644
--- a/index.html
+++ b/index.html
@@ -31,12 +31,12 @@ <h3>2024 PyTorch Conference</h3>
         </p>
       </div>
       <div class="col-md">
-        <h3>PyTorch 2.3</h3>
+        <h3>PyTorch 2.4</h3>
         <p>
-          PyTorch 2.3 introduces support for user-defined Triton kernels in torch.compile as well as improvements for training Large Language Models (LLMS) using native PyTorch. 
+          PyTorch 2.4 adds support for the latest version of Python (3.12) for torch.compile.
         </p>
         <p>
-          <a href="/blog/pytorch2-3/">Learn More</a>
+          <a href="/blog/pytorch2-4/">Learn More</a>
         </p>
       </div>
       <div class="col-md">
@@ -174,7 +174,6 @@ <h4>{{ card_title }}</h4>
         {% endfor %}
       </div>
 
-      
 
     </div>
   </div>