diff --git a/stellarphot/notebooks/photometry/06-transit-fit-template.ipynb b/stellarphot/notebooks/photometry/06-transit-fit-template.ipynb
index 5b7a7227..527778fb 100644
--- a/stellarphot/notebooks/photometry/06-transit-fit-template.ipynb
+++ b/stellarphot/notebooks/photometry/06-transit-fit-template.ipynb
@@ -205,15 +205,14 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Model mash-up....weird mix of model and data filtering\n",
-    "### OMG so many places we subtract by 2400000"
+    "## Model, fit, plot"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 1. Create the model object"
+    "### Create the model "
    ]
   },
   {
@@ -242,7 +241,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 4. Run the fit"
+    "### Run the fit"
    ]
   },
   {
@@ -260,7 +259,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 5. Let's try a plot....maybe need some way here to deal with discrepant points???"
+    "### Look at the results"
    ]
   },
   {
@@ -283,9 +282,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 👇👇👇 use this to exclude some data by date (only if needed!) 👇👇👇\n",
-    "\n",
-    "Option to filter by date..even though you do not know yet what the data looks like"
+    "### Exclude data by date *if needed*\n"
    ]
   },
   {
@@ -320,20 +317,6 @@
     "mod.model"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Remove trends from the data if desired"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Calculate RMS before and after detrending, hopefully correctly...."
-   ]
-  },
   {
    "cell_type": "markdown",
    "metadata": {},