diff --git a/docs/index.html b/docs/index.html
index 1ececfd..861d172 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -110,6 +110,14 @@ <h1 class="title is-1 publication-title">Interpreting the Weight Space of Custom
                   </span>
                   <span>Weights</span>
                   </a>
+              <span class="link-block">
+                <a href="https://huggingface.co/spaces/snap-research/weights2weights"
+                   class="external-link button is-normal is-rounded is-dark">
+                  <span class="icon">
+                      <i class="far fa-images"></i>
+                  </span>
+                  <span>Demo</span>
+                  </a>
             </div>
 
           </div>