diff --git a/TD2_Deep_Learning.ipynb b/TD2_Deep_Learning.ipynb
index 43d83e9c5b6edcb3d1e6e930dec2fd6aea2492a2..8c2a3a02e174637a35e501446637095cc1168e4a 100644
--- a/TD2_Deep_Learning.ipynb
+++ b/TD2_Deep_Learning.ipynb
@@ -2308,6 +2308,14 @@
     "eval_model(quantized_modified_model, dataloaders[\"val\"], criterion_modified)"
    ]
   },
+    {
+   "cell_type": "markdown",
+   "id": "fe954ce4",
+   "metadata": {},
+   "source": [
+    "## The quantization process maintains accuracy, and its impact on reducing file size is minimal. Therefore, the use of quantization is not significant in this context.",
+   ]
+  }
   {
    "cell_type": "markdown",
    "id": "04a263f0",