diff --git a/docs/tutorials/lapse_prob_and_dist.ipynb b/docs/tutorials/lapse_prob_and_dist.ipynb
index 8c779502..ea273864 100644
--- a/docs/tutorials/lapse_prob_and_dist.ipynb
+++ b/docs/tutorials/lapse_prob_and_dist.ipynb
@@ -1,5 +1,25 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "c34be9dd",
+   "metadata": {},
+   "source": [
+    "## Colab Instructions\n",
+    "\n",
+    "If you would like to run this tutorial on Google colab, please click this [link](https://github.com/lnccbrown/HSSM/blob/main/docs/tutorials/lapse_prob_and_dist.ipynb). \n",
+    "\n",
+    "Once you are *in the colab*, follow the *installation instructions below* and then **restart your runtime**. \n",
+    "\n",
+    "Just **uncomment the code in the next code cell** and run it!\n",
+    "\n",
+    "**NOTE**:\n",
+    "\n",
+    "You may want to *switch your runtime* to have a GPU or TPU. To do so, go to *Runtime* > *Change runtime type* and select the desired hardware accelerator.\n",
+    "\n",
+    "Note that if you switch your runtime you have to follow the installation instructions again."
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "01dd12ae-9f74-4ad3-bad5-5fd3b8559476",