diff --git a/index.html b/index.html
index 02a5305..019e878 100644
--- a/index.html
+++ b/index.html
@@ -136,7 +136,7 @@ <h1 class="title is-1 publication-title">
                 <a href="https://github.com/mlpc-ucsd/TokenCompose"
                    class="external-link button is-normal is-rounded is-dark">
                   <span class="icon">
-                      <i class="fa-solid fa-face-smiling-hands"></i>
+                      <svg xmlns="http://www.w3.org/2000/svg" height="16" width="16" viewBox="0 0 512 512"><!--!Font Awesome Free 6.5.1 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2023 Fonticons, Inc.--><path d="M234.5 5.7c13.9-5 29.1-5 43.1 0l192 68.6C495 83.4 512 107.5 512 134.6V377.4c0 27-17 51.2-42.5 60.3l-192 68.6c-13.9 5-29.1 5-43.1 0l-192-68.6C17 428.6 0 404.5 0 377.4V134.6c0-27 17-51.2 42.5-60.3l192-68.6zM256 66L82.3 128 256 190l173.7-62L256 66zm32 368.6l160-57.1v-188L288 246.6v188z"/></svg>
                   </span>
                   <span>Model Checkpoints</span>
                 </a>
@@ -146,7 +146,7 @@ <h1 class="title is-1 publication-title">
                 <a href="https://drive.google.com/file/d/16uoQpfZ0O-NW92HuaCaFU8K4cGHHbv4R/view"
                    class="external-link button is-normal is-rounded is-dark">
                   <span class="icon">
-                      <i class="fa-solid fa-database"></i>
+                      <svg xmlns="http://www.w3.org/2000/svg" height="16" width="14" viewBox="0 0 448 512"><!--!Font Awesome Free 6.5.1 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2023 Fonticons, Inc.--><path d="M448 80v48c0 44.2-100.3 80-224 80S0 172.2 0 128V80C0 35.8 100.3 0 224 0S448 35.8 448 80zM393.2 214.7c20.8-7.4 39.9-16.9 54.8-28.6V288c0 44.2-100.3 80-224 80S0 332.2 0 288V186.1c14.9 11.8 34 21.2 54.8 28.6C99.7 230.7 159.5 240 224 240s124.3-9.3 169.2-25.3zM0 346.1c14.9 11.8 34 21.2 54.8 28.6C99.7 390.7 159.5 400 224 400s124.3-9.3 169.2-25.3c20.8-7.4 39.9-16.9 54.8-28.6V432c0 44.2-100.3 80-224 80S0 476.2 0 432V346.1z"/></svg>
                   </span>
                   <span>Data</span>
                 </a>