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index.html

@@ -65,8 +65,26 @@
       
       <!-- Schedule  -->
 
-      <h1 id="web-stable-diffusion">Web Stable Diffusion</h1>
+      <h1 id="web-stable-diffusion">Web Stable Diffusion </h1>
 
+     <p>
+        This project brings stable diffusion models to web browsers.
+        <strong>Everything runs inside the browser with no need of server
+          support.</strong>
+        To our knowledge, this is the the world’s first stable diffusion
+        completely running on the browser. Please check out our
+        <a href="https://github.com/mlc-ai/web-stable-diffusion">GitHub repo</a>
+        to see how we did it. There is also a
+        <a href="#text-to-image-generation-demo">demo</a> which you can try out.
+      </p>
+           <li>
+          WebGPU spec does comes with FP16 support already, but the
+          implementation does not yet support this feature at this moment. As a
+          result, the memory consumption of running the demo is about 7GB. For
+          Apple silicon Mac with only 8GB of unified memory, it may take longer
+          (a few minutes) to generate an image. This demo may also work for Mac
+          with AMD GPU.
+        </li>
       <h3 id="demo">Demo</h3>
 
       <script>
@@ -272,14 +290,7 @@
       <h3 id="notes">Notes</h3>
 
       <ul>
-        <li>
-          WebGPU spec does comes with FP16 support already, but the
-          implementation does not yet support this feature at this moment. As a
-          result, the memory consumption of running the demo is about 7GB. For
-          Apple silicon Mac with only 8GB of unified memory, it may take longer
-          (a few minutes) to generate an image. This demo may also work for Mac
-          with AMD GPU.
-        </li>
+   
         <li>
           Please check out our
           <a href="https://github.com/mlc-ai/web-stable-diffusion"