diff --git a/README.rst b/README.rst
index ee2096d..cc5b96f 100644
--- a/README.rst
+++ b/README.rst
@@ -106,7 +106,7 @@ reference. Functionality provided by the library includes:
 **Note**: ``robustness`` requires PyTorch to be installed with CUDA support.
 
 Pretrained models
---------
+-----------------
 
 Along with the training code, we release a number of pretrained models for
 different datasets, norms and ε-train values. This list will be updated as
diff --git a/setup.py b/setup.py
index 4be28a8..868af84 100644
--- a/setup.py
+++ b/setup.py
@@ -22,10 +22,11 @@
   # Versions should comply with PEP440.  For a discussion on single-sourcing
   # the version across setup.py and the project code, see
   # https://packaging.python.org/en/latest/single_source_version.html
-  version='1.0.post1',
+  version='1.1',
 
   description='Tools for Robustness',
   long_description=long_description,
+  long_description_content_type='text/x-rst',
 
   # The project's main homepage.
   #url='https://github.com/',