diff --git a/docs/capabilities/vision/video-understanding.ipynb b/docs/capabilities/vision/video-understanding.ipynb
index a4636164..39d6e332 100644
--- a/docs/capabilities/vision/video-understanding.ipynb
+++ b/docs/capabilities/vision/video-understanding.ipynb
@@ -103,19 +103,6 @@
         "Once you have entered your Access Token as `HF_TOKEN` and value, you can access the model:"
       ]
     },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "id": "ogSB3peYP1b4"
-      },
-      "outputs": [],
-      "source": [
-        "# Login into Hugging Face Hub\n",
-        "from huggingface_hub import login\n",
-        "login()"
-      ]
-    },
     {
       "cell_type": "markdown",
       "metadata": {
@@ -142,6 +129,31 @@
         "%pip install \"transformers>=4.53.0\""
       ]
     },
+    {
+      "attachments": {},
+      "cell_type": "markdown",
+      "id": "a2c473e7",
+      "metadata": {
+        "id": "4VcVqoP7FCd1"
+      },
+      "source": [
+        "Login into Hugging Face Hub."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "id": "95d8f75a",
+      "metadata": {
+        "id": "9Rt_YSIEFDhl"
+      },
+      "outputs": [],
+      "source": [
+        "# Login into Hugging Face Hub\n",
+        "from huggingface_hub import login\n",
+        "login()"
+      ]
+    },
     {
       "cell_type": "markdown",
       "metadata": {
diff --git a/docs/core/gemma_library.ipynb b/docs/core/gemma_library.ipynb
index 663d295e..ecff6c12 100644
--- a/docs/core/gemma_library.ipynb
+++ b/docs/core/gemma_library.ipynb
@@ -124,7 +124,7 @@
       },
       "outputs": [],
       "source": [
-        "!pip install -q gemma"
+        "!pip install -q gemma kagglehub"
       ]
     },
     {
diff --git a/docs/core/huggingface_text_finetune_qlora.ipynb b/docs/core/huggingface_text_finetune_qlora.ipynb
index c69a808d..3869741d 100644
--- a/docs/core/huggingface_text_finetune_qlora.ipynb
+++ b/docs/core/huggingface_text_finetune_qlora.ipynb
@@ -94,8 +94,8 @@
         "# Install Pytorch & other libraries\n",
         "%pip install \"torch>=2.4.0\" tensorboard\n",
         "\n",
-        "# Install Gemma release branch from Hugging Face\n",
-        "%pip install git+https://github.com/huggingface/transformers@v4.49.0-Gemma-3\n",
+        "# Install Transformers\n",
+        "%pip install transformers\n",
         "\n",
         "# Install Hugging Face libraries\n",
         "%pip install  --upgrade \\\n",
diff --git a/docs/paligemma/fine-tuning-paligemma.ipynb b/docs/paligemma/fine-tuning-paligemma.ipynb
index e4a8d4bc..2fb597d2 100644
--- a/docs/paligemma/fine-tuning-paligemma.ipynb
+++ b/docs/paligemma/fine-tuning-paligemma.ipynb
@@ -145,6 +145,28 @@
         "1. Under **Hardware accelerator**, select **T4 GPU**."
       ]
     },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "4a3Q4VCLljR9"
+      },
+      "source": [
+        "### Install Python packages\n",
+        "\n",
+        "Run the below cell to install KaggleHub."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "DoYMMytAaMRJ"
+      },
+      "outputs": [],
+      "source": [
+        "!pip install -U -q kagglehub"
+      ]
+    },
     {
       "cell_type": "markdown",
       "metadata": {