diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index d1976347..8b93deb5 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,6 +1,6 @@
 repos:
   - repo: https://github.com/mwouts/jupytext
-    rev: v1.19.1
+    rev: v1.19.3
     hooks:
       - id: jupytext
         args: [--sync]
diff --git a/examples/Advanced_Sampling_Introduction.md b/examples/Advanced_Sampling_Introduction.md
index f0d9b1cc..1a228e6b 100644
--- a/examples/Advanced_Sampling_Introduction.md
+++ b/examples/Advanced_Sampling_Introduction.md
@@ -7,7 +7,7 @@ jupyter:
       extension: .md
       format_name: markdown
       format_version: '1.3'
-      jupytext_version: 1.19.1
+      jupytext_version: 1.19.3
   kernelspec:
     display_name: Python 3
     name: python3
diff --git a/examples/Installing_a_PySAGES_Environment.md b/examples/Installing_a_PySAGES_Environment.md
index 6dc5e5b5..d54bd8b7 100644
--- a/examples/Installing_a_PySAGES_Environment.md
+++ b/examples/Installing_a_PySAGES_Environment.md
@@ -7,7 +7,7 @@ jupyter:
       extension: .md
       format_name: markdown
       format_version: '1.3'
-      jupytext_version: 1.19.1
+      jupytext_version: 1.19.3
   kernelspec:
     display_name: Python 3
     name: python3
diff --git a/examples/hoomd-blue/ann/Butane_ANN.md b/examples/hoomd-blue/ann/Butane_ANN.md
index 0bfe9e37..acca311f 100644
--- a/examples/hoomd-blue/ann/Butane_ANN.md
+++ b/examples/hoomd-blue/ann/Butane_ANN.md
@@ -7,7 +7,7 @@ jupyter:
       extension: .md
       format_name: markdown
       format_version: '1.3'
-      jupytext_version: 1.19.1
+      jupytext_version: 1.19.3
   kernelspec:
     display_name: Python 3
     name: python3
diff --git a/examples/hoomd-blue/cff/Butane_CFF.md b/examples/hoomd-blue/cff/Butane_CFF.md
index 79d43dba..225ab860 100644
--- a/examples/hoomd-blue/cff/Butane_CFF.md
+++ b/examples/hoomd-blue/cff/Butane_CFF.md
@@ -7,7 +7,7 @@ jupyter:
       extension: .md
       format_name: markdown
       format_version: '1.3'
-      jupytext_version: 1.19.1
+      jupytext_version: 1.19.3
   kernelspec:
     display_name: Python 3
     name: python3
diff --git a/examples/hoomd-blue/funn/Butane_FUNN.md b/examples/hoomd-blue/funn/Butane_FUNN.md
index 5f29b614..3b8d68ac 100644
--- a/examples/hoomd-blue/funn/Butane_FUNN.md
+++ b/examples/hoomd-blue/funn/Butane_FUNN.md
@@ -7,7 +7,7 @@ jupyter:
       extension: .md
       format_name: markdown
       format_version: '1.3'
-      jupytext_version: 1.19.1
+      jupytext_version: 1.19.3
   kernelspec:
     display_name: Python 3
     name: python3
diff --git a/examples/hoomd-blue/harmonic_bias/Harmonic_Bias.md b/examples/hoomd-blue/harmonic_bias/Harmonic_Bias.md
index 44fb14b6..a4ab6ea7 100644
--- a/examples/hoomd-blue/harmonic_bias/Harmonic_Bias.md
+++ b/examples/hoomd-blue/harmonic_bias/Harmonic_Bias.md
@@ -7,7 +7,7 @@ jupyter:
       extension: .md
       format_name: markdown
       format_version: '1.3'
-      jupytext_version: 1.19.1
+      jupytext_version: 1.19.3
   kernelspec:
     display_name: Python 3
     name: python3
diff --git a/examples/hoomd-blue/spectral_abf/Butane-SpectralABF.md b/examples/hoomd-blue/spectral_abf/Butane-SpectralABF.md
index 4b6676bf..846598e6 100644
--- a/examples/hoomd-blue/spectral_abf/Butane-SpectralABF.md
+++ b/examples/hoomd-blue/spectral_abf/Butane-SpectralABF.md
@@ -6,7 +6,7 @@ jupyter:
       extension: .md
       format_name: markdown
       format_version: '1.3'
-      jupytext_version: 1.19.1
+      jupytext_version: 1.19.3
   kernelspec:
     display_name: Python 3
     language: python
diff --git a/examples/hoomd-blue/umbrella_integration/Umbrella_Integration.md b/examples/hoomd-blue/umbrella_integration/Umbrella_Integration.md
index b7f9782c..c90bd840 100644
--- a/examples/hoomd-blue/umbrella_integration/Umbrella_Integration.md
+++ b/examples/hoomd-blue/umbrella_integration/Umbrella_Integration.md
@@ -7,7 +7,7 @@ jupyter:
       extension: .md
       format_name: markdown
       format_version: '1.3'
-      jupytext_version: 1.19.1
+      jupytext_version: 1.19.3
   kernelspec:
     display_name: Python 3
     name: python3
diff --git a/examples/openmm/harmonic_bias/Harmonic_Bias.md b/examples/openmm/harmonic_bias/Harmonic_Bias.md
index 30aa0947..1bfcb8f5 100644
--- a/examples/openmm/harmonic_bias/Harmonic_Bias.md
+++ b/examples/openmm/harmonic_bias/Harmonic_Bias.md
@@ -6,7 +6,7 @@ jupyter:
       extension: .md
       format_name: markdown
       format_version: '1.3'
-      jupytext_version: 1.19.1
+      jupytext_version: 1.19.3
   kernelspec:
     display_name: Python 3
     language: python
diff --git a/examples/openmm/metad/Metadynamics-ADP.md b/examples/openmm/metad/Metadynamics-ADP.md
index 36ea644c..c0de1176 100644
--- a/examples/openmm/metad/Metadynamics-ADP.md
+++ b/examples/openmm/metad/Metadynamics-ADP.md
@@ -7,7 +7,7 @@ jupyter:
       extension: .md
       format_name: markdown
       format_version: '1.3'
-      jupytext_version: 1.19.1
+      jupytext_version: 1.19.3
   kernelspec:
     display_name: Python 3
     name: python3
diff --git a/examples/openmm/metad/nacl/Metadynamics_NaCl.md b/examples/openmm/metad/nacl/Metadynamics_NaCl.md
index 5d16abc7..b361e7e9 100644
--- a/examples/openmm/metad/nacl/Metadynamics_NaCl.md
+++ b/examples/openmm/metad/nacl/Metadynamics_NaCl.md
@@ -6,7 +6,7 @@ jupyter:
       extension: .md
       format_name: markdown
       format_version: '1.3'
-      jupytext_version: 1.19.1
+      jupytext_version: 1.19.3
   kernelspec:
     display_name: Python 3 (ipykernel)
     language: python
diff --git a/examples/openmm/spectral_abf/ADP_SpectralABF.md b/examples/openmm/spectral_abf/ADP_SpectralABF.md
index 559eebc3..8ac8b2e0 100644
--- a/examples/openmm/spectral_abf/ADP_SpectralABF.md
+++ b/examples/openmm/spectral_abf/ADP_SpectralABF.md
@@ -7,7 +7,7 @@ jupyter:
       extension: .md
       format_name: markdown
       format_version: '1.3'
-      jupytext_version: 1.19.1
+      jupytext_version: 1.19.3
   kernelspec:
     display_name: Python 3
     name: python3