diff --git a/libmodulemd.spec.in b/libmodulemd.spec.in
index a404db8db..f9efe9317 100644
--- a/libmodulemd.spec.in
+++ b/libmodulemd.spec.in
@@ -60,7 +60,6 @@ Summary: Python 2 bindings for %{name}
 Requires: %{name}%{?_isa} = %{version}-%{release}
 Requires: python-gobject-base
 Requires: python-six
-Obsoletes: python2-modulemd < 1.3.4
 
 %description -n python2-%{name}
 Python 2 bindings for %{name}
@@ -71,8 +70,13 @@ Python 2 bindings for %{name}
 Summary: Python 3 bindings for %{name}
 Requires: %{name}%{?_isa} = %{version}-%{release}
 Requires: python%{python3_pkgversion}-gobject-base
+
+%if (0%{?rhel} && 0%{?rhel} <= 7)
+# The py3_dist macro on EPEL 7 doesn't work right at the moment
+Requires: python3.6dist(six)
+%else
 Requires: %{py3_dist six}
-Obsoletes: python%{python3_pkgversion}-modulemd < 1.3.4
+%endif
 
 %description -n python%{python3_pkgversion}-%{name}
 Python %{python3_pkgversion} bindings for %{name}
diff --git a/libmodulemd2.spec b/libmodulemd2.spec
deleted file mode 120000
index 7f4a7638d..000000000
--- a/libmodulemd2.spec
+++ /dev/null
@@ -1 +0,0 @@
-libmodulemd.spec
\ No newline at end of file