diff --git a/README.rst b/README.rst
index 150fa481e75072d98ff5d43ec15bf66dac22add7..ac7a5abee62a5d9ff83a31fc2e9809882c426d2d 100644
--- a/README.rst
+++ b/README.rst
@@ -1,14 +1,14 @@
 .. vim: set fileencoding=utf-8 :
 .. Wed 16 May 14:31:20 CEST 2018
 
-.. image:: https://img.shields.io/badge/docs-v0.0.5-yellow.svg
-   :target: https://www.idiap.ch/software/bob/docs/bob/bob.learn.pytorch/v0.0.5/index.html
+.. image:: https://img.shields.io/badge/docs-stable-yellow.svg
+   :target: https://www.idiap.ch/software/bob/docs/bob/bob.learn.pytorch/stable/index.html
 .. image:: https://img.shields.io/badge/docs-latest-orange.svg
    :target: https://www.idiap.ch/software/bob/docs/bob/bob.learn.pytorch/master/index.html
-.. image:: https://gitlab.idiap.ch/bob/bob.learn.pytorch/badges/v0.0.5/build.svg
-   :target: https://gitlab.idiap.ch/bob/bob.learn.pytorch/commits/v0.0.5
-.. image:: https://gitlab.idiap.ch/bob/bob.learn.pytorch/badges/v0.0.5/coverage.svg
-   :target: https://gitlab.idiap.ch/bob/bob.learn.pytorch/commits/v0.0.5
+.. image:: https://gitlab.idiap.ch/bob/bob.learn.pytorch/badges/master/build.svg
+   :target: https://gitlab.idiap.ch/bob/bob.learn.pytorch/commits/master
+.. image:: https://gitlab.idiap.ch/bob/bob.learn.pytorch/badges/master/coverage.svg
+   :target: https://gitlab.idiap.ch/bob/bob.learn.pytorch/commits/master
 .. image:: https://img.shields.io/badge/gitlab-project-0000c0.svg
    :target: https://gitlab.idiap.ch/bob/bob.learn.pytorch
 .. image:: https://img.shields.io/pypi/v/bob.learn.pytorch.svg
diff --git a/version.txt b/version.txt
index fa3de5865f77cdbb789ac37dc02d35a8c1f1058d..f072e9ddb9f027358c8ff55150a5e7d7d6a06e61 100644
--- a/version.txt
+++ b/version.txt
@@ -1 +1 @@
-0.0.5
\ No newline at end of file
+0.0.6b0
\ No newline at end of file