diff --git a/docs/page/index.html b/docs/page/index.html
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+++ b/docs/page/index.html
@@ -6,14 +6,14 @@
     <meta name="description" content="LLaVA-OneVision-2 — fully-open multimodal training. Recipes, models, and benchmarks for the next generation of vision-language models." />
     <meta name="theme-color" content="#2563eb" />
     <meta property="og:type" content="website" />
-    <meta property="og:title" content="LLaVA-OneVision-2 — Open Multimodal Training" />
+    <meta property="og:title" content="LLaVA-OneVision-2: Towards Next-Generation Perceptual Intelligence — Open Multimodal Training" />
     <meta property="og:description" content="Fully-open recipes, models, and benchmarks for next-generation vision-language models." />
     <meta property="og:site_name" content="LLaVA-OneVision-2" />
     <meta name="twitter:card" content="summary_large_image" />
-    <meta name="twitter:title" content="LLaVA-OneVision-2 — Open Multimodal Training" />
+    <meta name="twitter:title" content="LLaVA-OneVision-2: Towards Next-Generation Perceptual Intelligence — Open Multimodal Training" />
     <meta name="twitter:description" content="Fully-open recipes, models, and benchmarks for next-generation vision-language models." />
     <link rel="icon" type="image/svg+xml" href="assets/favicon.svg" />
-    <title>LLaVA-OneVision-2 — Open Multimodal Training</title>
+    <title>LLaVA-OneVision-2: Towards Next-Generation Perceptual Intelligence</title>
     <link rel="preconnect" href="https://fonts.googleapis.com" />
     <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin />
     <link
@@ -120,7 +120,7 @@
       <div class="page">
         <header class="header section">
           <div class="eyebrow"><span class="i18n" data-lang="en">Open Multimodal Training</span><span class="i18n" data-lang="zh">开放多模态训练</span></div>
-          <h1>LLaVA-OneVision-2</h1>
+          <h1>LLaVA-OneVision-2: Towards Next-Generation Perceptual Intelligence</h1>
           <div class="meta-row">
             <span>TBD, 2026</span>
             <span>•</span>
@@ -146,7 +146,7 @@ <h1>LLaVA-OneVision-2</h1>
               <svg viewBox="0 0 16 16" aria-hidden="true"><path d="M8 0c4.42 0 8 3.58 8 8a8.013 8.013 0 0 1-5.45 7.59c-.4.08-.55-.17-.55-.38 0-.27.01-1.13.01-2.2 0-.75-.25-1.23-.54-1.48 1.78-.2 3.65-.88 3.65-3.95 0-.88-.31-1.59-.82-2.15.08-.2.36-1.02-.08-2.12 0 0-.67-.22-2.2.82-.64-.18-1.32-.27-2-.27-.68 0-1.36.09-2 .27-1.53-1.03-2.2-.82-2.2-.82-.44 1.1-.16 1.92-.08 2.12-.51.56-.82 1.28-.82 2.15 0 3.06 1.86 3.75 3.64 3.95-.23.2-.44.55-.51 1.07-.46.21-1.61.55-2.33-.66-.15-.24-.6-.83-1.23-.82-.67.01-.27.38.01.53.34.19.73.9.82 1.13.16.45.68 1.31 2.69.94 0 .67.01 1.3.01 1.49 0 .21-.15.45-.55.38A7.995 7.995 0 0 1 0 8c0-4.42 3.58-8 8-8Z"></path></svg>
               <span class="i18n" data-lang="en">Code</span><span class="i18n" data-lang="zh">代码</span>
             </a>
-            <a href="https://github.com/EvolvingLMMs-Lab/LLaVA-OneVision-2#citation" target="_blank" rel="noopener noreferrer">
+            <a href="https://github.com/anxiangsir/ov2_asset/blob/main/LLaVA_OneVision_2.pdf" target="_blank" rel="noopener noreferrer">
               <svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true"><path d="M14 2H6a2 2 0 0 0-2 2v16a2 2 0 0 0 2 2h12a2 2 0 0 0 2-2V8z"></path><polyline points="14 2 14 8 20 8"></polyline><line x1="16" y1="13" x2="8" y2="13"></line><line x1="16" y1="17" x2="8" y2="17"></line><polyline points="10 9 9 9 8 9"></polyline></svg>
               <span class="i18n" data-lang="en">Technical Report</span><span class="i18n" data-lang="zh">技术报告</span>
             </a>