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diff --git a/about/index.html b/about/index.html
@@ -44,7 +44,7 @@
                 </li>
               </ul>
               <ul class="current">
-                <li class="toctree-l1 current"><a class="reference internal current" href="./">About</a>
+                <li class="toctree-l1 current"><a class="reference internal current" href="#">About</a>
     <ul class="current">
     <li class="toctree-l2"><a class="reference internal" href="#objectives">Objectives</a>
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diff --git a/css/theme_extra.css b/css/theme_extra.css
@@ -103,7 +103,7 @@ pre .cs, pre .c {
 form .search-query {
     width: 100%;
     border-radius: 50px;
-    padding: 6px 12px;  /* csslint allow: box-model */
+    padding: 6px 12px;
     border-color: #D1D4D5;
 }
 
@@ -135,7 +135,7 @@ form .search-query {
 }
 
 td, th {
-    border: 1px solid #e1e4e5 !important; /* csslint allow: important */
+    border: 1px solid #e1e4e5 !important;
     border-collapse: collapse;
 }
 
@@ -155,6 +155,12 @@ td, th {
     padding-bottom: 40px;
 }
 
+/* For section-index only */
+.wy-menu-vertical .current-section p {
+    background-color: #e3e3e3;
+    color: #404040;
+}
+
 /*
  * The second step of above amendment: Here we make sure the items are aligned
  * correctly within the .rst-current-version container. Using flexbox, we

diff --git a/detail_material/account_management/index.html b/detail_material/account_management/index.html
@@ -61,7 +61,7 @@
                   </li>
                   <li class="toctree-l1"><a class="reference internal" href="../job_management/">Job management</a>
                   </li>
-                  <li class="toctree-l1 current"><a class="reference internal current" href="./">Account management</a>
+                  <li class="toctree-l1 current"><a class="reference internal current" href="#">Account management</a>
                   </li>
               </ul>
               <p class="caption"><span class="caption-text">Deep Learning (GPU) Examples</span></p>

diff --git a/detail_material/job_management/index.html b/detail_material/job_management/index.html
@@ -59,7 +59,7 @@
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                   <li class="toctree-l1"><a class="reference internal" href="../software_packages/">Software packages</a>
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-                  <li class="toctree-l1 current"><a class="reference internal current" href="./">Job management</a>
+                  <li class="toctree-l1 current"><a class="reference internal current" href="#">Job management</a>
                   </li>
                   <li class="toctree-l1"><a class="reference internal" href="../account_management/">Account management</a>
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diff --git a/detail_material/software_packages/index.html b/detail_material/software_packages/index.html
@@ -57,7 +57,7 @@
               </ul>
               <p class="caption"><span class="caption-text">Detailed Material</span></p>
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-                  <li class="toctree-l1 current"><a class="reference internal current" href="./">Software packages</a>
+                  <li class="toctree-l1 current"><a class="reference internal current" href="#">Software packages</a>
                   </li>
                   <li class="toctree-l1"><a class="reference internal" href="../job_management/">Job management</a>
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diff --git a/examples/dl/mnist/index.html b/examples/dl/mnist/index.html
@@ -66,7 +66,7 @@
               </ul>
               <p class="caption"><span class="caption-text">Deep Learning (GPU) Examples</span></p>
               <ul class="current">
-                  <li class="toctree-l1 current"><a class="reference internal current" href="./">MNIST example</a>
+                  <li class="toctree-l1 current"><a class="reference internal current" href="#">MNIST example</a>
                   </li>
               </ul>
               <p class="caption"><span class="caption-text">Scientific Computing (CPU) Examples</span></p>

diff --git a/examples/dl/transformers/index.html b/examples/dl/transformers/index.html
@@ -0,0 +1,143 @@
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+<html class="writer-html5" lang="en" >
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+      <link rel="shortcut icon" href="../../../img/favicon.ico" />
+    <title>Transformers - IEETA HPC - User Guides</title>
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+              <ul>
+                <li class="toctree-l1"><a class="reference internal" href="../../../about/">About</a>
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+              <ul>
+                <li class="toctree-l1"><a class="reference internal" href="../../../how_to_access/">How to Access</a>
+                </li>
+              </ul>
+              <ul>
+                <li class="toctree-l1"><a class="reference internal" href="../../../quick_start/">Quick Start</a>
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+              <p class="caption"><span class="caption-text">Detailed Material</span></p>
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+                  </li>
+                  <li class="toctree-l1"><a class="reference internal" href="../../../detail_material/account_management/">Account management</a>
+                  </li>
+              </ul>
+              <p class="caption"><span class="caption-text">Deep Learning (GPU) Examples</span></p>
+              <ul>
+                  <li class="toctree-l1"><a class="reference internal" href="../mnist/">MNIST example</a>
+                  </li>
+              </ul>
+              <p class="caption"><span class="caption-text">Scientific Computing (CPU) Examples</span></p>
+              <ul>
+                  <li class="toctree-l1"><a class="reference internal" href="../../sc/dna/">DNA sequencing</a>
+                  </li>
+                  <li class="toctree-l1"><a class="reference internal" href="../../sc/r/">R</a>
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+      </div>
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+      <nav class="wy-nav-top" role="navigation" aria-label="Mobile navigation menu">
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diff --git a/examples/sc/dna/index.html b/examples/sc/dna/index.html
@@ -71,7 +71,7 @@
               </ul>
               <p class="caption"><span class="caption-text">Scientific Computing (CPU) Examples</span></p>
               <ul class="current">
-                  <li class="toctree-l1 current"><a class="reference internal current" href="./">DNA sequencing</a>
+                  <li class="toctree-l1 current"><a class="reference internal current" href="#">DNA sequencing</a>
                   </li>
                   <li class="toctree-l1"><a class="reference internal" href="../r/">R</a>
                   </li>

diff --git a/examples/sc/r/index.html b/examples/sc/r/index.html
@@ -73,7 +73,7 @@
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                   <li class="toctree-l1"><a class="reference internal" href="../dna/">DNA sequencing</a>
                   </li>
-                  <li class="toctree-l1 current"><a class="reference internal current" href="./">R</a>
+                  <li class="toctree-l1 current"><a class="reference internal current" href="#">R</a>
                   </li>
               </ul>
       </div>

diff --git a/how_to_access/index.html b/how_to_access/index.html
@@ -48,7 +48,7 @@
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-                <li class="toctree-l1 current"><a class="reference internal current" href="./">How to Access</a>
+                <li class="toctree-l1 current"><a class="reference internal current" href="#">How to Access</a>
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diff --git a/index.html b/index.html
@@ -40,7 +40,7 @@
 
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     <li class="toctree-l2"><a class="reference internal" href="#contents">Contents</a>
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@@ -180,6 +180,6 @@ <h2 id="contents">Contents</h2>
 </html>
 
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