diff --git a/index.html b/index.html
index 635b48d..2b39fc8 100644
--- a/index.html
+++ b/index.html
@@ -114,7 +114,7 @@
       <div class="container is-max-desktop">
         <div class="columns is-centered">
           <div class="column has-text-centered">
-            <h1 class="title is-1 publication-title">Mantis: Interleaved Multi-Image Instruction Tuning/h1>
+            <h1 class="title is-1 publication-title">Mantis: Interleaved Multi-Image Instruction Tuning</h1>
             <h3 class="title is-3 publication-title">Balancing Multi-Image and Single-Image Abilities of Large Multimodal Models</h3>
             <div class="is-size-5 publication-authors">
               <span class="author-block">
@@ -152,7 +152,7 @@ <h3 class="title is-3 publication-title">Balancing Multi-Image and Single-Image
             <div class="column has-text-centered">
               <div class="publication-links">
                 <span class="link-block">
-                  <a href="https://arxiv.org/abs/2304.08485" target="_blank"
+                  <a href="#" target="_blank"
                     class="external-link button is-normal is-rounded is-dark">
                     <span class="icon">
                       <i class="ai ai-arxiv"></i>
@@ -160,17 +160,9 @@ <h3 class="title is-3 publication-title">Balancing Multi-Image and Single-Image
                     <span>arXiv</span>
                   </a>
                 </span>
+
                 <span class="link-block">
-                  <a href="https://arxiv.org/abs/2310.03744" target="_blank"
-                    class="external-link button is-normal is-rounded is-dark">
-                    <span class="icon">
-                      <i class="ai ai-arxiv"></i>
-                    </span>
-                    <span>arXiv (LLaVA-1.5)</span>
-                  </a>
-                </span>
-                <span class="link-block">
-                  <a href="https://github.com/haotian-liu/LLaVA" target="_blank"
+                  <a href="https://github.com/TIGER-AI-Lab/Mantis/tree/main" target="_blank"
                     class="external-link button is-normal is-rounded is-dark">
                     <span class="icon">
                       <i class="fab fa-github"></i>
@@ -178,17 +170,9 @@ <h3 class="title is-3 publication-title">Balancing Multi-Image and Single-Image
                     <span>Code</span>
                   </a>
                 </span>
+
                 <span class="link-block">
-                  <a href="https://llava.hliu.cc" target="_blank"
-                    class="external-link button is-normal is-rounded is-dark">
-                    <span class="icon">
-                      <i class="far fa-images"></i>
-                    </span>
-                    <span>Demo</span>
-                  </a>
-                </span>
-                <span class="link-block">
-                  <a href="https://huggingface.co/datasets/liuhaotian/LLaVA-Instruct-150K" target="_blank"
+                  <a href="https://huggingface.co/TIGER-Lab" target="_blank"
                     class="external-link button is-normal is-rounded is-dark">
                     <span class="icon">
                       <i class="fas fa-database"></i>
@@ -196,8 +180,9 @@ <h3 class="title is-3 publication-title">Balancing Multi-Image and Single-Image
                     <span>Dataset</span>
                   </a>
                 </span>
+
                 <span class="link-block">
-                  <a href="https://github.com/haotian-liu/LLaVA/blob/main/docs/MODEL_ZOO.md" target="_blank"
+                  <a href="https://huggingface.co/TIGER-Lab" target="_blank"
                     class="external-link button is-normal is-rounded is-dark">
                     <span class="icon">
                       <i class="fas fa-share-square"></i>