diff --git a/modules/sd_disable_initialization.py b/modules/sd_disable_initialization.py
index aa57c3e06..d60fb5591 100644
--- a/modules/sd_disable_initialization.py
+++ b/modules/sd_disable_initialization.py
@@ -176,6 +176,11 @@ class LoadStateDictOnMeta(ReplaceHelper):
         def load_from_state_dict(original, module, state_dict, prefix, *args, **kwargs):
             used_param_keys = []
 
+            if type(module) in (torch.nn.Linear, torch.nn.Conv2d, torch.nn.GroupNorm, torch.nn.LayerNorm,):
+                # HACK add assign=True to local_metadata for some cases
+                args[0]['assign_to_params_buffers'] = True
+
+
             for name, param in module._parameters.items():
                 if param is None:
                     continue