diff --git a/VERSION b/VERSION
index 5d4294b9120c5b004578efa6c4222c7d46106532..c8a5397fb80fa79e9c204602c6f60ec4bc1836b9 100644
--- a/VERSION
+++ b/VERSION
@@ -1 +1 @@
-0.5.1
\ No newline at end of file
+0.4.5
\ No newline at end of file
diff --git a/pytorch_widedeep/version.py b/pytorch_widedeep/version.py
index dd9b22cccc1fd4469ceec38987ae57ec4429c12b..98a433b31058a4c8166312666d91533a8e53e50a 100644
--- a/pytorch_widedeep/version.py
+++ b/pytorch_widedeep/version.py
@@ -1 +1 @@
-__version__ = "0.5.1"
+__version__ = "0.4.5"
diff --git a/setup.py b/setup.py
index 60a6924c4a898e5c9db26c50854262beef5e9519..8a32e1d092c74bfb03d24eda26f25eca725076a7 100644
--- a/setup.py
+++ b/setup.py
@@ -11,9 +11,8 @@ dev_status = {
     "0.2": "Development Status :: 2 - Pre-Alpha",  # v0.2 - some basic functionality
     "0.3": "Development Status :: 3 - Alpha",  # v0.3 - most functionality
     "0.4": "Development Status :: 4 - Beta",  # v0.4 - most functionality + doc
-    "0.5": "Development Status :: 5 - Beta",  # v0.5 - most functionality + doc + improvements
-    "1.0": "Development Status :: 6 - Production/Stable",  # v1.0 - most functionality + doc + test  # noqa
-    "2.0": "Development Status :: 7 - Mature",  # v2.0 - new functionality?
+    "1.0": "Development Status :: 5 - Production/Stable",  # v1.0 - most functionality + doc + test  # noqa
+    "2.0": "Development Status :: 6 - Mature",  # v2.0 - new functionality?
 }