Deployed c99f888 with MkDocs version: 1.5.3

404.html

@@ -14,7 +14,7 @@
 
 
       <link rel="icon" href="/./docs/assets/favicon.ico">
-      <meta name="generator" content="mkdocs-1.2.2, mkdocs-material-7.2.4">
+      <meta name="generator" content="mkdocs-1.5.3, mkdocs-material-7.2.4">
 
 
 
@@ -179,7 +179,7 @@
 
       <div class="md-header__source">
 
-<a href="https://github.com/ritchieng/deep-learning-wizard/" title="Go to repository" class="md-source" data-md-component="source">
+<a href="https://github.com/ritchieng/deep-learning-wizard" title="Go to repository" class="md-source" data-md-component="source">
   <div class="md-source__icon md-icon">
 
     <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81z"/></svg>
@@ -254,6 +254,22 @@
 
 
 
+    <li class="md-tabs__item">
+      <a href="/language_model/intro/" class="md-tabs__link">
+        Language Model
+      </a>
+    </li>
+
+
+
+
+
+
+
+
+
+
+
     <li class="md-tabs__item">
       <a href="/machine_learning/intro/" class="md-tabs__link">
         Machine Learning
@@ -348,7 +364,7 @@
 
     <div class="md-nav__source">
 
-<a href="https://github.com/ritchieng/deep-learning-wizard/" title="Go to repository" class="md-source" data-md-component="source">
+<a href="https://github.com/ritchieng/deep-learning-wizard" title="Go to repository" class="md-source" data-md-component="source">
   <div class="md-source__icon md-icon">
 
     <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81z"/></svg>
@@ -907,11 +923,135 @@
         <input class="md-nav__toggle md-toggle" data-md-toggle="__nav_4" type="checkbox" id="__nav_4" >
 
       <label class="md-nav__link" for="__nav_4">
+        Language Model
+        <span class="md-nav__icon md-icon"></span>
+      </label>
+      <nav class="md-nav" aria-label="Language Model" data-md-level="1">
+        <label class="md-nav__title" for="__nav_4">
+          <span class="md-nav__icon md-icon"></span>
+          Language Model
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+
+
+
+
+
+    <li class="md-nav__item">
+      <a href="/language_model/intro/" class="md-nav__link">
+        Introduction
+      </a>
+    </li>
+
+
+
+
+
+
+
+
+
+
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+
+
+        <input class="md-nav__toggle md-toggle" data-md-toggle="__nav_4_2" type="checkbox" id="__nav_4_2" >
+
+      <label class="md-nav__link" for="__nav_4_2">
+        Containers
+        <span class="md-nav__icon md-icon"></span>
+      </label>
+      <nav class="md-nav" aria-label="Containers" data-md-level="2">
+        <label class="md-nav__title" for="__nav_4_2">
+          <span class="md-nav__icon md-icon"></span>
+          Containers
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+
+
+
+
+
+    <li class="md-nav__item">
+      <a href="/language_model/containers/hpc_containers_apptainer/" class="md-nav__link">
+        HPC Containers with Apptainer
+      </a>
+    </li>
+
+
+
+        </ul>
+      </nav>
+    </li>
+
+
+
+
+
+
+
+
+
+
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+
+
+        <input class="md-nav__toggle md-toggle" data-md-toggle="__nav_4_3" type="checkbox" id="__nav_4_3" >
+
+      <label class="md-nav__link" for="__nav_4_3">
+        LLMs
+        <span class="md-nav__icon md-icon"></span>
+      </label>
+      <nav class="md-nav" aria-label="LLMs" data-md-level="2">
+        <label class="md-nav__title" for="__nav_4_3">
+          <span class="md-nav__icon md-icon"></span>
+          LLMs
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+
+
+
+
+
+    <li class="md-nav__item">
+      <a href="/language_model/llm/llm_intro_hyperparameter_tuning/" class="md-nav__link">
+        LLMs Introduction and Hyperparameter Tuning
+      </a>
+    </li>
+
+
+
+        </ul>
+      </nav>
+    </li>
+
+
+
+        </ul>
+      </nav>
+    </li>
+
+
+
+
+
+
+
+
+
+
+
+    <li class="md-nav__item md-nav__item--nested">
+
+
+        <input class="md-nav__toggle md-toggle" data-md-toggle="__nav_5" type="checkbox" id="__nav_5" >
+
+      <label class="md-nav__link" for="__nav_5">
         Machine Learning
         <span class="md-nav__icon md-icon"></span>
       </label>
       <nav class="md-nav" aria-label="Machine Learning" data-md-level="1">
-        <label class="md-nav__title" for="__nav_4">
+        <label class="md-nav__title" for="__nav_5">
           <span class="md-nav__icon md-icon"></span>
           Machine Learning
         </label>
@@ -939,14 +1079,14 @@
     <li class="md-nav__item md-nav__item--section md-nav__item--nested">
 
 
-        <input class="md-nav__toggle md-toggle" data-md-toggle="__nav_4_2" type="checkbox" id="__nav_4_2" >
+        <input class="md-nav__toggle md-toggle" data-md-toggle="__nav_5_2" type="checkbox" id="__nav_5_2" >
 
-      <label class="md-nav__link" for="__nav_4_2">
+      <label class="md-nav__link" for="__nav_5_2">
         RAPIDS cuDF
         <span class="md-nav__icon md-icon"></span>
       </label>
       <nav class="md-nav" aria-label="RAPIDS cuDF" data-md-level="2">
-        <label class="md-nav__title" for="__nav_4_2">
+        <label class="md-nav__title" for="__nav_5_2">
           <span class="md-nav__icon md-icon"></span>
           RAPIDS cuDF
         </label>
@@ -999,14 +1139,14 @@
     <li class="md-nav__item md-nav__item--nested">
 
 
-        <input class="md-nav__toggle md-toggle" data-md-toggle="__nav_5" type="checkbox" id="__nav_5" >
+        <input class="md-nav__toggle md-toggle" data-md-toggle="__nav_6" type="checkbox" id="__nav_6" >
 
-      <label class="md-nav__link" for="__nav_5">
+      <label class="md-nav__link" for="__nav_6">
         Programming
         <span class="md-nav__icon md-icon"></span>
       </label>
       <nav class="md-nav" aria-label="Programming" data-md-level="1">
-        <label class="md-nav__title" for="__nav_5">
+        <label class="md-nav__title" for="__nav_6">
           <span class="md-nav__icon md-icon"></span>
           Programming
         </label>
@@ -1137,14 +1277,14 @@
     <li class="md-nav__item md-nav__item--nested">
 
 
-        <input class="md-nav__toggle md-toggle" data-md-toggle="__nav_6" type="checkbox" id="__nav_6" >
+        <input class="md-nav__toggle md-toggle" data-md-toggle="__nav_7" type="checkbox" id="__nav_7" >
 
-      <label class="md-nav__link" for="__nav_6">
+      <label class="md-nav__link" for="__nav_7">
         Data Engineering
         <span class="md-nav__icon md-icon"></span>
       </label>
       <nav class="md-nav" aria-label="Data Engineering" data-md-level="1">
-        <label class="md-nav__title" for="__nav_6">
+        <label class="md-nav__title" for="__nav_7">
           <span class="md-nav__icon md-icon"></span>
           Data Engineering
         </label>
@@ -1160,14 +1300,14 @@
     <li class="md-nav__item md-nav__item--section md-nav__item--nested">
 
 
-        <input class="md-nav__toggle md-toggle" data-md-toggle="__nav_6_1" type="checkbox" id="__nav_6_1" >
+        <input class="md-nav__toggle md-toggle" data-md-toggle="__nav_7_1" type="checkbox" id="__nav_7_1" >
 
-      <label class="md-nav__link" for="__nav_6_1">
+      <label class="md-nav__link" for="__nav_7_1">
         Cassandra (NoSQL)
         <span class="md-nav__icon md-icon"></span>
       </label>
       <nav class="md-nav" aria-label="Cassandra (NoSQL)" data-md-level="2">
-        <label class="md-nav__title" for="__nav_6_1">
+        <label class="md-nav__title" for="__nav_7_1">
           <span class="md-nav__icon md-icon"></span>
           Cassandra (NoSQL)
         </label>
@@ -1220,14 +1360,14 @@
     <li class="md-nav__item md-nav__item--nested">
 
 
-        <input class="md-nav__toggle md-toggle" data-md-toggle="__nav_7" type="checkbox" id="__nav_7" >
+        <input class="md-nav__toggle md-toggle" data-md-toggle="__nav_8" type="checkbox" id="__nav_8" >
 
-      <label class="md-nav__link" for="__nav_7">
+      <label class="md-nav__link" for="__nav_8">
         News
         <span class="md-nav__icon md-icon"></span>
       </label>
       <nav class="md-nav" aria-label="News" data-md-level="1">
-        <label class="md-nav__title" for="__nav_7">
+        <label class="md-nav__title" for="__nav_8">
           <span class="md-nav__icon md-icon"></span>
           News
         </label>
@@ -1428,7 +1568,7 @@ <h1>404 - Not found</h1>
       <div class="md-footer-copyright">
 
           <div class="md-footer-copyright__highlight">
-            Copyright &copy; 2018-2023 Deep Learning Wizard by Ritchie Ng
+            Copyright &copy; 2018-2024 Deep Learning Wizard by Ritchie Ng
           </div>
 
 
@@ -1491,12 +1631,16 @@ <h1>404 - Not found</h1>
     <div class="md-dialog" data-md-component="dialog">
       <div class="md-dialog__inner md-typeset"></div>
     </div>
-    <script id="__config" type="application/json">{"base": "/", "features": ["content.code.annotate", "content.tabs.link", "navigation.sections", "navigation.tabs", "navigation.top", "navigation.tracking", "search.highlight", "search.share", "search.suggest"], "translations": {"clipboard.copy": "Copy to clipboard", "clipboard.copied": "Copied to clipboard", "search.config.lang": "en", "search.config.pipeline": "trimmer, stopWordFilter", "search.config.separator": "[\\s\\-]+", "search.placeholder": "Search", "search.result.placeholder": "Type to start searching", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.term.missing": "Missing", "select.version.title": "Select version"}, "search": "/assets/javascripts/workers/search.709b4209.min.js", "version": null}</script>
+    <script id="__config" type="application/json">{"base": "/", "features": ["content.code.annotate", "content.tabs.link", "content.code.copy", "content.action.edit", "content.action.view", "navigation.sections", "navigation.tabs", "navigation.footer", "navigation.top", "navigation.tracking", "search.highlight", "search.share", "search.suggest"], "search": "/assets/javascripts/workers/search.709b4209.min.js", "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.config.lang": "en", "search.config.pipeline": "trimmer, stopWordFilter", "search.config.separator": "[\\s\\-]+", "search.placeholder": "Search", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version.title": "Select version"}, "version": null}</script>
 
 
       <script src="/assets/javascripts/bundle.56838a2c.min.js"></script>
 
-        <script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.0/MathJax.js?config=TeX-MML-AM_CHTML"></script>
+        <script src="/javascripts/mathjax.js"></script>
+
+        <script src="https://polyfill.io/v3/polyfill.min.js?features=es6"></script>
+
+        <script src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
 
 
   </body>