diff --git a/examples/07_Pyro_Integration/Pyro_GPyTorch_High_Level.ipynb b/examples/07_Pyro_Integration/Pyro_GPyTorch_High_Level.ipynb
index 1aa6a49f1..9991eb051 100644
--- a/examples/07_Pyro_Integration/Pyro_GPyTorch_High_Level.ipynb
+++ b/examples/07_Pyro_Integration/Pyro_GPyTorch_High_Level.ipynb
@@ -96,7 +96,7 @@
    "source": [
     "## The PyroGP model\n",
     "\n",
-    "In order to use Pyro with GPyTorch, your model must inherit from `gpytorch.models.PyroGP` (rather than `gpytorch.modelks.ApproximateGP`). The `PyroGP` extends the `ApproximateGP` class and differs in a few key ways:\n",
+    "In order to use Pyro with GPyTorch, your model must inherit from `gpytorch.models.PyroGP` (rather than `gpytorch.models.ApproximateGP`). The `PyroGP` extends the `ApproximateGP` class and differs in a few key ways:\n",
     "\n",
     "- It adds the `model` and  `guide` functions which are used by Pyro's inference engine.\n",
     "- It's constructor requires two additional arguments beyond the variational strategy:\n",