wan_utils.py fixed

Author: prishajain1

src/maxdiffusion/models/wan/wan_utils.py

@@ -256,10 +256,15 @@ def load_base_wan_transformer(
     for pt_key, tensor in tensors.items():
       renamed_pt_key = rename_key(pt_key)
       if "image_embedder" in renamed_pt_key:
-          renamed_pt_key = renamed_pt_key.replace("net.0", "net_0")
-          renamed_pt_key = renamed_pt_key.replace("net.2", "net_2")
+          if "net.0" in renamed_pt_key:
+              renamed_pt_key = renamed_pt_key.replace("net.0", "net_0.proj")
+              renamed_pt_key = renamed_pt_key.replace("weight", "kernel")  
+          elif "net.2" in renamed_pt_key:
+              renamed_pt_key = renamed_pt_key.replace("net.2", "net_2.proj")
+              renamed_pt_key = renamed_pt_key.replace("weight", "kernel")
           renamed_pt_key = renamed_pt_key.replace("norm1", "norm1.layer_norm")
           if "norm1" in renamed_pt_key or "norm2" in renamed_pt_key:
+              renamed_pt_key = renamed_pt_key.replace("weight", "scale")
               renamed_pt_key = renamed_pt_key.replace("kernel", "scale")
       renamed_pt_key = renamed_pt_key.replace("blocks_", "blocks.")
       renamed_pt_key = renamed_pt_key.replace(".scale_shift_table", ".adaln_scale_shift_table")