diff --git a/09_pytorch_model_deployment.ipynb b/09_pytorch_model_deployment.ipynb
index 06d1818a..8249ee90 100644
--- a/09_pytorch_model_deployment.ipynb
+++ b/09_pytorch_model_deployment.ipynb
@@ -1197,7 +1197,7 @@
     "\n",
     "Do you notice the big difference though?\n",
     "\n",
-    "Our ViT model has *far* more parameters than our EffNetB2 model. Perhaps this will come into play when we compare are our models across speed and performance later on."
+    "Our ViT model has *far* more parameters than our EffNetB2 model. Perhaps this will come into play when we compare our models across speed and performance later on."
    ]
   },
   {