diff --git a/timm/models/metaformers.py b/timm/models/metaformers.py
index 27d29a0a..672599a7 100644
--- a/timm/models/metaformers.py
+++ b/timm/models/metaformers.py
@@ -654,7 +654,7 @@ def checkpoint_filter_fn(state_dict, model):
     import re
     out_dict = {}
     for k, v in state_dict.items():
-        k = k.replace('patch_embed.proj', 'patch_embed.conv')
+        k = k.replace('downsample.proj', 'downsample.conv')
         k = re.sub(r'layer_scale_([0-9]+)', r'layer_scale\1.scale', k)
         k = k.replace('network.1', 'downsample_layers.1')
         k = k.replace('network.3', 'downsample_layers.2')