diff --git a/src/diffusers/models/vae.py b/src/diffusers/models/vae.py
index 1a4c8904e4..bfc4a96e00 100644
--- a/src/diffusers/models/vae.py
+++ b/src/diffusers/models/vae.py
@@ -534,7 +534,7 @@ class VQModel(ModelMixin, ConfigMixin):
         quant = self.post_quant_conv(quant)
         dec = self.decoder(quant)
         return dec
-    
+
     def forward(self, x):
         h = self.encode(x)
         dec = self.decode(h)