diff --git a/dalle2_pytorch/dalle2_pytorch.py b/dalle2_pytorch/dalle2_pytorch.py
index 7467e44..a0ed53d 100644
--- a/dalle2_pytorch/dalle2_pytorch.py
+++ b/dalle2_pytorch/dalle2_pytorch.py
@@ -1703,7 +1703,7 @@ class LowresConditioner(nn.Module):
     def __init__(
         self,
         downsample_first = True,
-        blur_sigma = (0.1, 0.2),
+        blur_sigma = 0.6,
         blur_kernel_size = 3,
     ):
         super().__init__()
diff --git a/dalle2_pytorch/version.py b/dalle2_pytorch/version.py
index f323a57..ae4865c 100644
--- a/dalle2_pytorch/version.py
+++ b/dalle2_pytorch/version.py
@@ -1 +1 @@
-__version__ = '0.11.0'
+__version__ = '0.11.1'