diff --git a/docs/_templates/layout.html b/docs/_templates/layout.html
deleted file mode 100644
index 6bef3782..00000000
--- a/docs/_templates/layout.html
+++ /dev/null
@@ -1,44 +0,0 @@
-<!DOCTYPE html>
- <html><head><meta charset="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><meta name="viewport" content="width=device-width, initial-scale=1.0 maximum-scale=1.0"/><title>Documentation - Graphene</title><link rel="shortcut icon" href="/favicon.png"/><link href="https://fonts.googleapis.com/css?family=Open+Sans:300,400,600,700" rel="stylesheet" type="text/css"/><link href="/_static/app.css" rel="stylesheet" type="text/css"/></head><body class="body--docs"><div id="react-mount"><div class="documentation-page" data-reactroot="" data-reactid="1" data-react-checksum="281692903"><div data-reactid="2"><div class="bm-overlay" style="position:fixed;z-index:1;width:100%;height:100%;background:rgba(0, 0, 0, 0.3);opacity:0;transform:translate3d(-100%, 0, 0);transition:opacity 0.3s, transform 0s 0.3s;" data-reactid="3"></div><div id="" class="bm-menu-wrap" style="position:fixed;right:0;z-index:2;width:200px;height:100%;transform:translate3d(220px, 0, 0);transition:transform 0.4s cubic-bezier(0.7, 0, 0.3, 1);" data-reactid="4"><div class="bm-menu" style="height:100%;box-sizing:border-box;" data-reactid="5"><nav class="bm-item-list" style="height:100%;" data-reactid="6"><span style="display:block;outline:none;transform:translate3d(0, 500px, 0);transition:transform 0s 0.2s cubic-bezier(0.7, 0, 0.3, 1);" data-reactid="7"><a href="/playground/" data-reactid="8">Try it out</a></span><span style="display:block;outline:none;transform:translate3d(0, 1000px, 0);transition:transform 0s 0.2s cubic-bezier(0.7, 0, 0.3, 1);" data-reactid="9"><a class="active" href="/docs/quickstart/" data-reactid="10">Documentation</a></span><span style="display:block;outline:none;transform:translate3d(0, 1500px, 0);transition:transform 0s 0.2s cubic-bezier(0.7, 0, 0.3, 1);" data-reactid="11"><a href="/blog/" data-reactid="12">Blog</a></span><a href="https://github.com/graphql-python/graphene/" style="display:block;outline:none;transform:translate3d(0, 2000px, 0);transition:transform 0s 0.2s cubic-bezier(0.7, 0, 0.3, 1);" data-reactid="13">Github</a></nav></div><div data-reactid="14"><div data-reactid="15"><span class="bm-cross" style="position:absolute;width:3px;height:14px;top:14px;right:18px;cursor:pointer;transform:rotate(45deg);z-index:1;" data-reactid="16"></span><span class="bm-cross" style="position:absolute;width:3px;height:14px;top:14px;right:18px;cursor:pointer;transform:rotate(-45deg);z-index:1;" data-reactid="17"></span><button style="width:14px;height:14px;position:absolute;right:13px;top:14px;padding:0;overflow:hidden;text-indent:14px;font-size:14px;border:none;background:transparent;color:transparent;outline:none;z-index:1;" data-reactid="18">Close Menu</button></div></div></div><div class="bm-burger-button" style="z-index:1;" data-reactid="19"><span data-reactid="20"><span class="bm-burger-bars" style="position:absolute;height:20%;left:0;right:0;top:0%;opacity:1;" data-reactid="21"></span><span class="bm-burger-bars" style="position:absolute;height:20%;left:0;right:0;top:40%;opacity:1;" data-reactid="22"></span><span class="bm-burger-bars" style="position:absolute;height:20%;left:0;right:0;top:80%;opacity:1;" data-reactid="23"></span></span><button style="position:absolute;left:0;right:0;top:0;bottom:0;margin:0;padding:0;border:none;font-size:14px;color:transparent;background:transparent;outline:none;" data-reactid="24">Open Menu</button></div></div><header class="header" data-reactid="25"><div class="header-wrapper" data-reactid="26"><a class="header-logo" href="/" data-reactid="27"><span class="graphene-logo" data-reactid="28"><span data-reactid="29"><svg width="100%" height="100%" viewBox="0 0 100 100" xmlns="http://www.w3.org/2000/svg" class="logo"><g fill="none" fill-rule="evenodd"><path class="logo-path" d="M49.17 10.915L15.415 30.29l.058 39.252 34.633 20.082 33.345-18.95-.023-39.79-34.185 19.238" stroke="white" stroke-width="4.987"/>
-    <g transform="translate(41.5 3)"><ellipse cx="7.934" cy="7.97" rx="7.934" ry="7.97" fill="white"/></g>
-    <g transform="translate(8 22.482)"><ellipse cx="7.934" cy="7.97" rx="7.934" ry="7.97" fill="white"/></g>
-    <g transform="translate(8 62.33)"><ellipse cx="7.934" cy="7.97" rx="7.934" ry="7.97" fill="white"/></g>
-    <g transform="translate(42.382 81.813)"><ellipse cx="7.934" cy="7.97" rx="7.934" ry="7.97" fill="white"/></g>
-    <g transform="translate(75.882 62.33)"><ellipse cx="7.934" cy="7.97" rx="7.934" ry="7.97" fill="white"/></g>
-    <g transform="translate(75.882 22.482)"><ellipse cx="7.934" cy="7.97" rx="7.934" ry="7.97" fill="white"/></g>
-    <g transform="translate(42.382 41.964)"><ellipse cx="7.934" cy="7.97" rx="7.934" ry="7.97" fill="white"/></g>
-    </g>
-</svg>
-
-</span><!-- react-text: 30 -->Graphene<!-- /react-text --></span></a><nav class="header-nav" data-reactid="31"><a href="/playground/" data-reactid="32">Try it live</a><a class="active" href="/docs/quickstart/" data-reactid="33">Documentation</a><a href="/blog/" data-reactid="34">Blog</a><a class="github-icon" href="https://github.com/graphql-python/graphene/" data-reactid="35">Github</a></nav></div></header><div data-reactid="36"><div class="page-title" data-reactid="37"><h1 data-reactid="38">Documentation</h1></div><div class="markdown" data-reactid="39"><div class="wrapper" data-reactid="40"></div><a href="{{base_document_url}}docs.md" class="improve-document-link" data-reactid="41">Edit page</a></div></div><div class="footer" data-reactid="42"></div></div></div><script src="/_static/bundle.js"></script><div id="docs">
-<div class="document">
-  <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
-    <div class="sphinxsidebarwrapper">
-
-      <h3><a href="{{ pathto(master_doc) }}">{{ _('Table Of Contents') }}</a></h3>
-      {{ toctree() }}
-
-    </div>
-  </div>
-  <div class="documentwrapper">
-        <div class="bodywrapper">
-          <div class="body" role="main">
-
-
-            {{ body }}
-      <div class="go-buttons">
-      {% if prev %}
-      <a href="{{ prev.link|e }}" class="go-previous">Previous: {{ prev.title|striptags|e }}</a>
-      {% endif %}
-      {% if next %}
-      <a href="{{ next.link|e }}" class="go-next">Next: {{ next.title|striptags|e }}</a>
-      {% endif %}
-      </div>
-
-
-          </div>
-        </div>
-      </div>
-</div>
-<a href="https://{{ github_host|default("github.com") }}/{{ github_user }}/{{ github_repo }}/blob/{{ github_version }}{{ conf_py_path }}{{ pagename }}{{ suffix }}" class="improve-document-link">Edit page</a>
-</div></body></html>
\ No newline at end of file
diff --git a/docs/conf.py b/docs/conf.py
index c7a6a231..a98be49d 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -134,6 +134,8 @@ todo_include_todos = True
 # a list of builtin themes.
 #
 html_theme = 'alabaster'
+if on_rtd:
+    html_theme = 'sphinx_rtd_theme'
 
 # Theme options are theme-specific and customize the look and feel of a theme
 # further.  For a list of options available for each theme, see the
