missing keys error

Author: prishajain1

src/maxdiffusion/models/wan/wan_utils.py

@@ -256,41 +256,30 @@ 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:
-          # 1. Fix Shape Mismatch: Transpose Dense Layers
-          # CHECK FOR BOTH VERSIONS ("net.0"/"net_0" and "net.2"/"net_2")
-          # This ensures the transpose happens regardless of what rename_key did.
           if "net.0" in renamed_pt_key or "net_0" in renamed_pt_key or \
              "net.2" in renamed_pt_key or "net_2" in renamed_pt_key:
               tensor = tensor.T
-
-          # 2. FIX net_0: Strip .proj (Handle both raw and renamed keys)
           if "net.0.proj" in renamed_pt_key:
               renamed_pt_key = renamed_pt_key.replace("net.0.proj", "net_0")
               renamed_pt_key = renamed_pt_key.replace("weight", "kernel")
           elif "net_0.proj" in renamed_pt_key:
               renamed_pt_key = renamed_pt_key.replace("net_0.proj", "net_0")
               renamed_pt_key = renamed_pt_key.replace("weight", "kernel")
-          
-          # 3. FIX net_2: Ensure naming and kernel (Handle both raw and renamed keys)
           if "net.2" in renamed_pt_key:
               renamed_pt_key = renamed_pt_key.replace("net.2", "net_2")
               renamed_pt_key = renamed_pt_key.replace("weight", "kernel")
           elif "net_2" in renamed_pt_key:
               renamed_pt_key = renamed_pt_key.replace("weight", "kernel")
-
-          # 4. FIX Norms: Add .layer_norm and force 'scale'
           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")
 
-      # --- FIX START: Missing Key 'norm_added_q' Fix ---
       if "norm_added" in renamed_pt_key:
-           renamed_pt_key = renamed_pt_key.replace("weight", "scale")
-           renamed_pt_key = renamed_pt_key.replace("kernel", "scale")
-           
            if "attn2_norm_added" in renamed_pt_key:
                renamed_pt_key = renamed_pt_key.replace("attn2_norm_added", "attn2.norm_added")
+           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")
       renamed_pt_key = renamed_pt_key.replace("to_out_0", "proj_attn")