diff --git a/index-with-locales.js b/index-with-locales.js
new file mode 100644
index 0000000000..3ea9a69054
--- /dev/null
+++ b/index-with-locales.js
@@ -0,0 +1,11 @@
+const antd = require('./components');
+const req = require.context('./components', true, /^\.\/locale-provider\/.+_.+\.tsx$/);
+
+antd.locales = {};
+
+req.keys().forEach((mod) => {
+  const match = mod.match(/\/([^/]+).tsx$/);
+  antd.locales[match[1]] = req(mod);
+});
+
+module.exports = antd;
diff --git a/webpack.config.js b/webpack.config.js
index 7079938c9d..c5fcd0f32e 100644
--- a/webpack.config.js
+++ b/webpack.config.js
@@ -18,12 +18,22 @@ function es3ify(webpackConfig) {
   });
 }
 
+function addLocales(webpackConfig) {
+  let packageName = 'antd-with-locales';
+  if (webpackConfig.entry['antd.min']) {
+    packageName += '.min';
+  }
+  webpackConfig.entry[packageName] = './index-with-locales.js';
+  webpackConfig.output.filename = '[name].js';
+}
+
 module.exports = function (webpackConfig) {
   webpackConfig = getWebpackConfig(webpackConfig);
   if (process.env.RUN_ENV === 'PRODUCTION') {
     webpackConfig.forEach((config) => {
       es3ify(config);
       ignoreMomentLocale(config);
+      addLocales(config);
     });
   }
   return webpackConfig;