diff --git a/Train_Colab.ipynb b/Train_Colab.ipynb
index 3c29f18..8c4f1a7 100644
--- a/Train_Colab.ipynb
+++ b/Train_Colab.ipynb
@@ -47,24 +47,12 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 1,
+      "execution_count": null,
       "metadata": {
         "cellView": "form",
-        "id": "f2cdMtCt9Wb6",
-        "outputId": "af696921-97a5-4667-d3cc-efba1222975b",
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        }
+        "id": "f2cdMtCt9Wb6"
       },
-      "outputs": [
-        {
-          "output_type": "stream",
-          "name": "stdout",
-          "text": [
-            "Python 3.10.6\n"
-          ]
-        }
-      ],
+      "outputs": [],
       "source": [
         "#@title Verify python version, should be 3.10.something\n",
         "!python --version"
@@ -72,24 +60,12 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 2,
+      "execution_count": null,
       "metadata": {
         "cellView": "form",
-        "id": "d1di4EC6ygw1",
-        "outputId": "98e1e97c-c829-4c17-c169-01d22318a924",
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        }
+        "id": "d1di4EC6ygw1"
       },
-      "outputs": [
-        {
-          "output_type": "stream",
-          "name": "stdout",
-          "text": [
-            "Mounted at /content/drive\n"
-          ]
-        }
-      ],
+      "outputs": [],
       "source": [
         "#@title Optional connect Gdrive\n",
         "#@markdown # But strongly recommended\n",
@@ -104,24 +80,12 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 3,
+      "execution_count": null,
       "metadata": {
         "cellView": "form",
-        "id": "hAuBbtSvGpau",
-        "outputId": "99c0130a-a997-4bf3-e8cb-18f9cd152390",
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        }
+        "id": "hAuBbtSvGpau"
       },
-      "outputs": [
-        {
-          "output_type": "stream",
-          "name": "stdout",
-          "text": [
-            "DONE!\n"
-          ]
-        }
-      ],
+      "outputs": [],
       "source": [
         "#@markdown # Install Dependencies\n",
         "#@markdown This will take a couple minutes, be patient and watch the output for \"DONE!\"\n",
@@ -383,9 +347,9 @@
         "#@markdown * Skip the nth last layer of CLIP.\n",
         "Clip_skip = 1 #@param {type:\"slider\", min:0, max:4, step:1}\n",
         "#@markdown * ratio of captions dropped from training data.\n",
-        "Conditional_DropOut = 0.1 #@param {type:\"slider\", min:0, max:0.3, step:0.01}\n",
+        "Conditional_DropOut = 0.04 #@param {type:\"slider\", min:0, max:0.3, step:0.01}\n",
         "#@markdown * Ratio of images randomly to flip horizontally.\n",
-        "Picture_flip = 0.05 #@param {type:\"slider\", min:0, max:0.5, step:0.05}\n",
+        "Picture_flip = 0 #@param {type:\"slider\", min:0, max:0.5, step:0.05}\n",
         "#@markdown * This can improve contrast in light and dark scenes, Use a ratio between 0-10% for Best results.\n",
         "zero_frequency_noise = 0.1 #@param {type:\"slider\", min:0, max:0.25, step:0.01}\n",
         "\n",
@@ -547,4 +511,4 @@
   },
   "nbformat": 4,
   "nbformat_minor": 0
-}
+}
\ No newline at end of file