diff --git a/lib/mongoose.js b/lib/mongoose.js
index 34838a8..faf3a55 100644
--- a/lib/mongoose.js
+++ b/lib/mongoose.js
@@ -99,8 +99,8 @@ function createOneClient(config, app) {
 }
 
 function loadModelToApp(app) {
-  const dir = path.join(app.config.baseDir, 'app/model');
-  app.loader.loadToApp(dir, 'model', {
+  const dirs = app.loader.getLoadUnits().map(unit => path.join(unit.path, 'app/model'));
+  app.loader.loadToApp(dirs, 'model', {
     inject: app,
     caseStyle: 'upper',
     filter(model) {