diff --git a/docs/changelog.rst b/docs/changelog.rst
index e58aac01..2e47f055 100644
--- a/docs/changelog.rst
+++ b/docs/changelog.rst
@@ -1,9 +1,8 @@
 Changelog
 =========
 
-Version 0.9
------------
-
+Version 0.8.1
+-------------
 
 Bug fixes and enhancements
 ~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -11,7 +10,16 @@ Bug fixes and enhancements
 - Improved example :doc:`/notebooks/deep_learning/resnet_flax` (better accuracy in less time) by Fabian Pedregosa.
 - Improved example :doc:`/notebooks/deep_learning/resnet_haiku`, by Fabian Pedregosa.
 - Documentation is built as part of the continuous integration workflow, by Fabian Pedregosa
+- Jit update method, by Mathieu Blondel.
+- Linesearch improvements, by Vincent Roulet.
+- GaussNewton and LevenbergMarquardt improvements, by Amir Saadat.
+- Verbose support even when jit=True, by Amir Saadat.
+- Various doc improvements, by Fabian Pedregosa.
+
+Contributors
+~~~~~~~~~~~~
 
+Amir Saadat, Fabian Pedregosa, Mathieu Blondel, Peter Hawkins, Vincent Roulet.
 
 Version 0.8
 -----------
diff --git a/jaxopt/version.py b/jaxopt/version.py
index 9b4f91d8..d2f6443d 100644
--- a/jaxopt/version.py
+++ b/jaxopt/version.py
@@ -14,4 +14,4 @@
 
 """JAXopt version."""
 
-__version__ = "0.8"
+__version__ = "0.8.1"