diff --git a/min_dalle.ipynb b/min_dalle.ipynb
index e7791aa..ca130a8 100644
--- a/min_dalle.ipynb
+++ b/min_dalle.ipynb
@@ -3,8 +3,8 @@
     {
       "cell_type": "markdown",
       "metadata": {
-        "colab_type": "text",
-        "id": "view-in-github"
+        "id": "view-in-github",
+        "colab_type": "text"
       },
       "source": [
         "<a href=\"https://colab.research.google.com/github/kuprel/min-dalle/blob/main/min_dalle.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
@@ -30,7 +30,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 1,
+      "execution_count": null,
       "metadata": {
         "cellView": "code",
         "colab": {
@@ -102,7 +102,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 2,
+      "execution_count": null,
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/"
@@ -145,18 +145,16 @@
       "source": [
         "### Generate Images\n",
         "\n",
-        "- `grid_size` Size of the image grid.  3x3 works best when displaying intermediate results.  4x4 has been tested to work on T4 and P100 with intermediate_image_count = 1\n",
+        "- `grid_size` Size of the image grid.  3x3 works best when displaying intermediate outputs.  4x4 has been tested to work on T4 and P100 with intermediate outputs off\n",
         "\n",
-        "- `seed` Set the seed to a positive number for reproducible results\n",
-        "\n",
-        "- `intermediate_image_count` Set the total number of images to show while running.  Each image adds a slight delay.\n",
+        "- `intermediate_outputs` Whether to show intermediate output.  Adds a small delay and increases memory usage.\n",
         "\n",
         "- `supercondition_factor` Higher values result in better agreement with the text but a narrower variety of generated images"
       ]
     },
     {
       "cell_type": "code",
-      "execution_count": 4,
+      "execution_count": null,
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/",
@@ -189,16 +187,16 @@
         "%%time\n",
         "\n",
         "text = \"Dali painting of WALL·E\" #@param {type:\"string\"}\n",
+        "intermediate_outputs = True #@param {type:\"boolean\"}\n",
         "grid_size = 3 #@param {type:\"integer\"}\n",
-        "seed = -1 #@param {type:\"integer\"}\n",
-        "intermediate_image_count = 4 #@param [\"1\", \"2\", \"4\", \"8\", \"16\"] {type:\"raw\"}\n",
         "supercondition_factor = 8 #@param [\"2\", \"4\", \"8\", \"16\", \"32\", \"64\"] {type:\"raw\"}\n",
+        "log2_mid_count = 3 if intermediate_outputs else 0\n",
         "\n",
         "image_stream = model.generate_image_stream(\n",
         "    text=text,\n",
-        "    seed=seed,\n",
+        "    seed=-1,\n",
         "    grid_size=grid_size,\n",
-        "    log2_mid_count=log2(intermediate_image_count),\n",
+        "    log2_mid_count=log2_mid_count,\n",
         "    log2_supercondition_factor=log2(supercondition_factor)\n",
         ")\n",
         "\n",
@@ -216,9 +214,9 @@
       "collapsed_sections": [
         "Zl_ZFisFApeh"
       ],
-      "include_colab_link": true,
       "name": "min-dalle",
-      "provenance": []
+      "provenance": [],
+      "include_colab_link": true
     },
     "gpuClass": "standard",
     "kernelspec": {
@@ -231,4 +229,4 @@
   },
   "nbformat": 4,
   "nbformat_minor": 0
-}
+}
\ No newline at end of file