diff --git a/_events/pytorch-conference-2024.md b/_events/pytorch-conference-2024.md
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+++ b/_events/pytorch-conference-2024.md
@@ -0,0 +1,13 @@
+---
+category: event
+title: "PyTorch Conference 2024"
+date: September 18, 2024
+poster: assets/images/pytorch-conf-2024.png
+---
+**Date**: September 18 - 19, 2024
+
+<a href="https://events.linuxfoundation.org/pytorch-conference/">
+<img style="width:100%" src="/assets/images/pytorch-conf-2024.png" alt="PyTorch Conference banner">
+</a>
+
+Join us in San Francisco on **September 18th-19th**, and learn about PyTorch, the cutting-edge renowned open-source machine learning framework. This year is a two-day event that brings together top-tier researchers, developers, and academic communities, fostering collaboration and advancing end-to-end machine learning.
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diff --git a/assets/images/pytorch-conf-2024.png b/assets/images/pytorch-conf-2024.png
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diff --git a/index.html b/index.html
index 8c69cdabfb5f..65f9b65fd679 100644
--- a/index.html
+++ b/index.html
@@ -22,12 +22,12 @@ <h1><img src="{{ site.baseurl }}/assets/images/logo-white.svg" width="275px" alt
   <div class="container homepage-box-module">
     <div class="row">
       <div class="col-md">
-        <h3>Membership Available</h3>
+        <h3>2024 PyTorch Conference</h3>
         <p>
-          Join the Membership that fits your goals.
+          Call for proposals for PyTorch Conference 2024 are live. Save on Early Bird Registration.
         </p>
         <p>
-          <a href="/join">Join</a>
+          <a href="https://hubs.la/Q02sr1cw0">Full details + guidelines</a>
         </p>
       </div>
       <div class="col-md">
@@ -40,12 +40,12 @@ <h3>PyTorch 2.2</h3>
         </p>
       </div>
       <div class="col-md">
-        <h3>PyTorch Edge</h3>
+        <h3>Membership Available</h3>
         <p>
-          Build innovative, privacy-aware experiences with superior productivity, portability, and performance.
+          Join the Membership that fits your goals.
         </p>
         <p>
-          <a href="/edge">Read More</a>
+          <a href="/join">Join</a>
         </p>
       </div>
     </div>
@@ -54,7 +54,7 @@ <h3>PyTorch Edge</h3>
   <div class="container homepage-feature-module key-features-module">
 
     <div class="row">
-      <div class="col-md-9">
+      <div class="col-md-12">
         <div class="row">
           <div class="col-md-12">
             <h2>Key Features &amp;<br />Capabilities</h2>
@@ -76,15 +76,6 @@ <h5>{{ feature.title }}</h5>
           {% endfor %}
         </div>
       </div>
-      <div class="col-md-3 ecosystem-row">
-        <div class="card ecosystem-card">
-          <div class="card-body">
-            <div class="card-summary">
-              <p>Support Ukraine 🇺🇦 <br/><a href="https://opensource.fb.com/support-ukraine" target="_blank" rel="noopener">Help Provide Humanitarian Aid to Ukraine.</a></p>
-            </div>
-          </div>
-        </div>
-      </div>
     </div>
   </div>
 
@@ -203,11 +194,6 @@ <h2>Companies &amp; Universities<br />Using PyTorch</h2>
           {% endfor %}
         </div>
       </div>
-
-      <div class="col-md-12 follow-us-on-twitter">
-        <h2>Follow Us on Twitter</h2>
-        <div data-target="twitter-timeline">Loading Twitter timeline...</div>
-      </div>
     </div>
     </div>
   </div>
@@ -237,4 +223,4 @@ <h2>Follow Us on Twitter</h2>
 <!-- Load JS for pagination -->
 
 <script src="//cdnjs.cloudflare.com/ajax/libs/list.js/1.5.0/list.min.js"></script>
-<script list-id="news-items" display-count="1" pagination="true" src="{{ site.baseurl }}/assets/filter-hub-tags.js"></script>
+<script list-id="news-items" display-count="1" pagination="true" src="{{ site.baseurl }}/assets/filter-hub-tags.js"></script>
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