diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index 00742d2c..bcb0fab8 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -8,6 +8,12 @@ MDBenchmark uses `towncrier <https://github.com/hawkowl/towncrier>`_
 to update this file automatically for each release.
 
 .. towncrier release notes start
+MDBenchmark 1.1.1 (2018-01-20)
+==============================
+
+Misc
+----
+- show benchmark png on pypi
 
 MDBenchmark 1.1.0 (2018-01-19)
 ==============================
diff --git a/DEVELOPER.rst b/DEVELOPER.rst
index ea18d0fc..d7e40e0c 100644
--- a/DEVELOPER.rst
+++ b/DEVELOPER.rst
@@ -8,9 +8,14 @@ Install in develop mode to notice changes immediately.
 
    python setup.py develop
 
-==================
-  Doing a Release
-==================
+=================
+ Doing a Release
+=================
+
+Update version
+--------------
+
+Change version info in `mdbenchmark/__init__.py`
 
 Updating CHANGELOG
 ------------------
@@ -23,6 +28,7 @@ Install and run towncrier in the project directory.
 
 If towncrier doesn't delete item in the *changelog* folder remove them by hand.
 
+
 Generate dist files
 -------------------
 
diff --git a/README.rst b/README.rst
index d8cd984b..e5ea4c0d 100644
--- a/README.rst
+++ b/README.rst
@@ -10,7 +10,7 @@
 Quickly generate, start and analyze benchmarks for GROMACS simulations. Below is
 an example of the scaling plots you can generate quickly with MDBenchmark.
 
-.. image:: runtimes.png
+.. image:: https://github.com/bio-phys/MDBenchmark/blob/master/runtimes.png
 
 
 Installation
diff --git a/mdbenchmark/__init__.py b/mdbenchmark/__init__.py
index aaeba1c0..14d11515 100644
--- a/mdbenchmark/__init__.py
+++ b/mdbenchmark/__init__.py
@@ -19,4 +19,4 @@
 # along with MDBenchmark.  If not, see <http://www.gnu.org/licenses/>.
 from . import analyze, generate, submit
 
-__version__ = '1.1.0-dev'
+__version__ = '1.1.1'