diff --git python-gensim/python-gensim.spec python-gensim/python-gensim.spec.tmp
index 0220d3ef76..6153a849d4 100644
--- python-gensim/python-gensim.spec
+++ python-gensim/python-gensim.spec.tmp
@@ -43,7 +43,7 @@ multiple cores.								\
 
 Name:			python-%{pypi_name}
 Version:		0.10.0
-Release:		11%{?gitrel}%{?dist}
+Release:		12%{?gitrel}%{?dist}
 Summary:		Python framework for fast Vector Space Modelling
 
 License:		LGPLv2
@@ -58,9 +58,17 @@ URL:			http://radimrehurek.com/%{pypi_name}/
 # https://github.com/RaRe-Technologies/gensim/commit/f44d3a98d6a68ea30326a553b1ee2116a5c459b6
 Patch0: fix-docs-build.patch
 
-%description
-%{common_description}
+%global _description\
+%{common_description}\
+
+
+%description %_description
 
+%package -n python2-%{pypi_name}-addons
+Summary: %summary
+%{?python_provide:%python_provide python2-%{pypi_name}-addons}
+
+%description -n python2-%{pypi_name}-addons %_description
 
 %package addons
 Summary:		Highly optimized version of word2vec for %{pypi_name}
@@ -279,7 +287,7 @@ popd
 %endif #0%{?with_python3}
 
 
-%files addons
+%files -n python2-%{pypi_name}-addons
 %{python2_sitearch}/%{pypi_name}_addons
 %{python2_sitearch}/%{pypi_name}_addons-%{version}-py%{python2_version}.egg-info
 
@@ -321,6 +329,10 @@ popd
 
 
 %changelog
+* Sat Aug 12 2017 Zbigniew Jędrzejewski-Szmek <zbyszek@in.waw.pl> - 0.10.0-12
+- Python 2 binary package renamed to python2-gensim
+  See https://fedoraproject.org/wiki/FinalizingFedoraSwitchtoPython3
+
 * Thu Aug 03 2017 Fedora Release Engineering <releng@fedoraproject.org> - 0.10.0-11
 - Rebuilt for https://fedoraproject.org/wiki/Fedora_27_Binutils_Mass_Rebuild