diff --git a/src/diffusers/models/unet_unconditional.py b/src/diffusers/models/unet_unconditional.py
index ad738a2737..1a61891c4f 100644
--- a/src/diffusers/models/unet_unconditional.py
+++ b/src/diffusers/models/unet_unconditional.py
@@ -201,7 +201,7 @@ class UNetUnconditionalModel(ModelMixin, ConfigMixin):
             prev_output_channel = output_channel
 
         # out
-        self.conv_norm_out = nn.GroupNorm(num_channels=block_channels[0], num_groups=32, eps=1e-5)
+        self.conv_norm_out = nn.GroupNorm(num_channels=block_channels[0], num_groups=32, eps=resnet_eps)
         self.conv_act = nn.SiLU()
         self.conv_out = nn.Conv2d(block_channels[0], out_channels, 3, padding=1)