diff --git a/week3/community-contributions/week3_exercise_by_abrar.ipynb b/week3/community-contributions/week3_exercise_by_abrar.ipynb
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+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "61f56afc-bc15-46a4-8eb1-d940c332cf52",
+   "metadata": {},
+   "source": [
+    "# Synthetic Data Studio\n",
+    "\n",
+    "It includes useful code to connect your Google Drive to your Colab and Hugging Face Model. \n",
+    "To use the Huggingface Model, you first need to create an account on HuggingFace and then send a request to the required model. \n",
+    "\n",
+    "\n",
+    "https://colab.research.google.com/drive/1W3JPe0F6su8sNpfdlp2uqXqWZChevHYa?usp=sharing\n",
+    "\n",
+    "This should run nicely on a low-cost or free T4 box."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e9289ba7-200c-43a9-b67a-c5ce826c9537",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.13"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}