diff --git a/Introduction_to_Weight_Quantization.ipynb b/Introduction_to_Weight_Quantization.ipynb
index f420a64..26225da 100644
--- a/Introduction_to_Weight_Quantization.ipynb
+++ b/Introduction_to_Weight_Quantization.ipynb
@@ -16,7 +16,9 @@
         "# Introduction to Weight Quantization\n",
         "> Reducing the size of Large Language Models with 8-bit quantization\n",
         "\n",
-        "❤️ Created by [@maximelabonne](https://twitter.com/maximelabonne)."
+        "❤️ Created by [@maximelabonne](https://twitter.com/maximelabonne).\n",
+        "\n",
+        "Companion notebook to execute the code from the following article: https://mlabonne.github.io/blog/intro_weight_quantization/"
       ],
       "metadata": {
         "id": "yG1VY-TJoxix"