diff --git a/recipes/quickstart/Getting_to_know_Llama.ipynb b/recipes/quickstart/Getting_to_know_Llama.ipynb
index 7336d83d905e99c4e86d7224bb79b1dbfdc965f7..4a4e56738c9212a54321ceed4846f486dd15cd5a 100644
--- a/recipes/quickstart/Getting_to_know_Llama.ipynb
+++ b/recipes/quickstart/Getting_to_know_Llama.ipynb
@@ -831,7 +831,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "**Summary: Llama 2 often needs encourgement for step by step thinking to correctly reasoning. Llama 3 understands, reasons and explains better, making chain of thought unnecessary in the cases above.**"
+    "**Summary: Llama 2 often needs encouragement for step by step thinking to correctly reasoning. Llama 3 understands, reasons and explains better, making chain of thought unnecessary in the cases above.**"
    ]
   },
   {