diff --git a/timm/models/efficientnet.py b/timm/models/efficientnet.py
index 2e64d7e1..6c30f7c8 100644
--- a/timm/models/efficientnet.py
+++ b/timm/models/efficientnet.py
@@ -93,10 +93,10 @@ default_cfgs = {
         url='https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-weights/efficientnet_b2_ra-bcdf34b7.pth',
         input_size=(3, 288, 288), pool_size=(9, 9), crop_pct=1.0),
     'efficientnet_b3': _cfg(
-        url='https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-weights/efficientnet_b3_ra-a5e2fbc7.pth',
+        url='https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-weights/efficientnet_b3_ra2-cf984f9c.pth',
         input_size=(3, 300, 300), pool_size=(10, 10), crop_pct=0.904),
     'efficientnet_b3a': _cfg(
-        url='https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-weights/efficientnet_b3_ra-a5e2fbc7.pth',
+        url='https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-weights/efficientnet_b3_ra2-cf984f9c.pth',
         input_size=(3, 320, 320), pool_size=(10, 10), crop_pct=1.0),
     'efficientnet_b4': _cfg(
         url='', input_size=(3, 380, 380), pool_size=(12, 12), crop_pct=0.922),
diff --git a/timm/models/regnet.py b/timm/models/regnet.py
index aab94cf0..59554c09 100644
--- a/timm/models/regnet.py
+++ b/timm/models/regnet.py
@@ -84,7 +84,7 @@ default_cfgs = dict(
     regnety_006=_cfg(url='https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-regnet/regnety_006-c67e57ec.pth'),
     regnety_008=_cfg(url='https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-regnet/regnety_008-dc900dbe.pth'),
     regnety_016=_cfg(url='https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-regnet/regnety_016-54367f74.pth'),
-    regnety_032=_cfg(url='https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-regnet/regnety_032-62b47782.pth'),
+    regnety_032=_cfg(url='https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-weights/regnety_032_ra-7f2439f9.pth'),
     regnety_040=_cfg(url='https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-regnet/regnety_040-f0d569f9.pth'),
     regnety_064=_cfg(url='https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-regnet/regnety_064-0a48325c.pth'),
     regnety_080=_cfg(url='https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-regnet/regnety_080-e7f3eb93.pth'),