diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index e2985420..6cdb7300 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -32,7 +32,7 @@ repos:
   - id: black_nbconvert
 
 - repo: https://github.com/mwouts/jupytext
-  rev: v1.16.4b
+  rev: v1.16.5
   hooks:
   - id: jupytext
     files: |
diff --git a/docs/tutorials/about.md b/docs/tutorials/about.md
index 14dc330a..10ed3c3d 100644
--- a/docs/tutorials/about.md
+++ b/docs/tutorials/about.md
@@ -4,7 +4,7 @@ jupytext:
     extension: .md
     format_name: myst
     format_version: 0.13
-    jupytext_version: 1.16.4
+    jupytext_version: 1.16.5
 kernelspec:
   display_name: Python 3 (ipykernel)
   language: python
diff --git a/docs/tutorials/autodiff.md b/docs/tutorials/autodiff.md
index 2c58385a..5fdcb53f 100644
--- a/docs/tutorials/autodiff.md
+++ b/docs/tutorials/autodiff.md
@@ -4,7 +4,7 @@ jupytext:
     extension: .md
     format_name: myst
     format_version: 0.13
-    jupytext_version: 1.16.4
+    jupytext_version: 1.16.5
 kernelspec:
   display_name: Python 3 (ipykernel)
   language: python
diff --git a/docs/tutorials/citation.md b/docs/tutorials/citation.md
index af458607..5b1ce9cf 100644
--- a/docs/tutorials/citation.md
+++ b/docs/tutorials/citation.md
@@ -4,7 +4,7 @@ jupytext:
     extension: .md
     format_name: myst
     format_version: 0.13
-    jupytext_version: 1.16.4
+    jupytext_version: 1.16.5
 kernelspec:
   display_name: Python 3 (ipykernel)
   language: python
diff --git a/docs/tutorials/data-and-models.md b/docs/tutorials/data-and-models.md
index e2a7462d..5ff7fff5 100644
--- a/docs/tutorials/data-and-models.md
+++ b/docs/tutorials/data-and-models.md
@@ -4,7 +4,7 @@ jupytext:
     extension: .md
     format_name: myst
     format_version: 0.13
-    jupytext_version: 1.16.4
+    jupytext_version: 1.16.5
 kernelspec:
   display_name: Python 3 (ipykernel)
   language: python
diff --git a/docs/tutorials/intro-to-pymc.md b/docs/tutorials/intro-to-pymc.md
index cfc78394..2a93c8d6 100644
--- a/docs/tutorials/intro-to-pymc.md
+++ b/docs/tutorials/intro-to-pymc.md
@@ -5,7 +5,7 @@ jupytext:
     extension: .md
     format_name: myst
     format_version: 0.13
-    jupytext_version: 1.16.4
+    jupytext_version: 1.16.5
 kernelspec:
   display_name: Python 3 (ipykernel)
   language: python
diff --git a/docs/tutorials/light-delay.md b/docs/tutorials/light-delay.md
index f75ba4f7..a81ccf62 100644
--- a/docs/tutorials/light-delay.md
+++ b/docs/tutorials/light-delay.md
@@ -4,7 +4,7 @@ jupytext:
     extension: .md
     format_name: myst
     format_version: 0.13
-    jupytext_version: 1.16.4
+    jupytext_version: 1.16.5
 kernelspec:
   display_name: Python 3 (ipykernel)
   language: python
diff --git a/docs/tutorials/reparameterization.md b/docs/tutorials/reparameterization.md
index f83a5e5e..db7e30ed 100644
--- a/docs/tutorials/reparameterization.md
+++ b/docs/tutorials/reparameterization.md
@@ -4,7 +4,7 @@ jupytext:
     extension: .md
     format_name: myst
     format_version: 0.13
-    jupytext_version: 1.16.4
+    jupytext_version: 1.16.5
 kernelspec:
   display_name: Python 3 (ipykernel)
   language: python