diff --git a/.gitmodules b/.gitmodules
index 7eae93d501..d2b1a24352 100644
--- a/.gitmodules
+++ b/.gitmodules
@@ -1,4 +1,4 @@
 [submodule "docs/tutorials/notebooks"]
 	path = docs/tutorials/notebooks
 	url = https://github.com/YosefLab/scvi-tutorials.git
-    branch = master
+    branch = main
diff --git a/docs/tutorials/notebooks b/docs/tutorials/notebooks
index 15ee230e89..07700984ef 160000
--- a/docs/tutorials/notebooks
+++ b/docs/tutorials/notebooks
@@ -1 +1 @@
-Subproject commit 15ee230e89efbcec46be974ed8892632b8750bea
+Subproject commit 07700984ef6bef785bffe66f20e7984db70bc50b
diff --git a/scvi/model/_totalvi.py b/scvi/model/_totalvi.py
index f661511b9f..e892898821 100644
--- a/scvi/model/_totalvi.py
+++ b/scvi/model/_totalvi.py
@@ -1263,7 +1263,7 @@ def setup_mudata(
         **kwargs,
     ):
         """
-        %(summary)s.
+        %(summary_mdata)s.
 
         Parameters
         ----------