From db18596525721823a628453efaef2e0919c91ade Mon Sep 17 00:00:00 2001
From: Maxime Labonne <81252890+mlabonne@users.noreply.github.com>
Date: Tue, 1 Aug 2023 22:24:41 +0100
Subject: [PATCH] Created using Colaboratory

---
 Fine_tune_Llama_2_in_Google_Colab.ipynb | 22 +++++++++++-----------
 1 file changed, 11 insertions(+), 11 deletions(-)

diff --git a/Fine_tune_Llama_2_in_Google_Colab.ipynb b/Fine_tune_Llama_2_in_Google_Colab.ipynb
index 34deb9e..c75609c 100644
--- a/Fine_tune_Llama_2_in_Google_Colab.ipynb
+++ b/Fine_tune_Llama_2_in_Google_Colab.ipynb
@@ -5,7 +5,7 @@
     "colab": {
       "provenance": [],
       "gpuType": "T4",
-      "authorship_tag": "ABX9TyPO0kLP9caXSTEXYAbKY6PP",
+      "authorship_tag": "ABX9TyN5b5wF0ITT+T1IRzUm6Zjj",
       "include_colab_link": true
     },
     "kernelspec": {
@@ -1748,7 +1748,7 @@
         "# Fine-tune Llama 2 in Google Colab\n",
         "> 🗣️ Large Language Model Course\n",
         "\n",
-        "❤️ Created by [@maximelabonne](), based on Younes Belkada's [GitHub Gist](https://gist.github.com/younesbelkada/9f7f75c94bdc1981c8ca5cc937d4a4da).\n",
+        "❤️ Created by [@maximelabonne](https://twitter.com/maximelabonne), based on Younes Belkada's [GitHub Gist](https://gist.github.com/younesbelkada/9f7f75c94bdc1981c8ca5cc937d4a4da). Special thanks to Tolga HOŞGÖR for his solution to empty the VRAM.\n",
         "\n",
         "This notebook runs on a T4 GPU. (Last update: 01 Aug 2023)\n"
       ],
@@ -1758,7 +1758,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 1,
+      "execution_count": null,
       "metadata": {
         "id": "GLXwJqbjtPho"
       },
@@ -1788,7 +1788,7 @@
       "metadata": {
         "id": "nAMzy_0FtaUZ"
       },
-      "execution_count": 2,
+      "execution_count": null,
       "outputs": []
     },
     {
@@ -1905,7 +1905,7 @@
       "metadata": {
         "id": "ib_We3NLtj2E"
       },
-      "execution_count": 3,
+      "execution_count": null,
       "outputs": []
     },
     {
@@ -2015,7 +2015,7 @@
         },
         "outputId": "8d06ed40-ea32-4d85-8665-413bde069607"
       },
-      "execution_count": 4,
+      "execution_count": null,
       "outputs": [
         {
           "output_type": "display_data",
@@ -3080,7 +3080,7 @@
       "metadata": {
         "id": "crj9svNe4hU5"
       },
-      "execution_count": 5,
+      "execution_count": null,
       "outputs": []
     },
     {
@@ -3102,7 +3102,7 @@
         },
         "outputId": "e5bf6b3a-f20e-49f7-e0b7-36f71ca207c1"
       },
-      "execution_count": 6,
+      "execution_count": null,
       "outputs": [
         {
           "output_type": "stream",
@@ -3147,7 +3147,7 @@
         "id": "mkQCviG0Zta-",
         "outputId": "e7c4ab10-4039-4490-b7f0-6ea118bdd709"
       },
-      "execution_count": 7,
+      "execution_count": null,
       "outputs": [
         {
           "output_type": "execute_result",
@@ -3201,7 +3201,7 @@
         },
         "outputId": "1c5ef3c4-d107-4c43-9bd6-0ca72903db0e"
       },
-      "execution_count": 8,
+      "execution_count": null,
       "outputs": [
         {
           "output_type": "display_data",
@@ -3270,7 +3270,7 @@
         },
         "outputId": "6ed9166c-5f92-4375-eca5-dbb247c0e13a"
       },
-      "execution_count": 10,
+      "execution_count": null,
       "outputs": [
         {
           "output_type": "stream",