diff --git a/comfy/model_patcher.py b/comfy/model_patcher.py
index 93d19d6fe..972dcf5de 100644
--- a/comfy/model_patcher.py
+++ b/comfy/model_patcher.py
@@ -736,7 +736,7 @@ class ModelPatcher:
             default = False
             params = { name: param for name, param in m.named_parameters(recurse=False) }
             for name, param in m.named_parameters(recurse=True):
-                if name not in params:
+                if name not in params and not name.startswith("parametrizations."):
                     default = True # default random weights in non leaf modules
                     break
             if default and default_device is not None:
diff --git a/comfy/sd.py b/comfy/sd.py
index e573804a5..de2f2e9c9 100644
--- a/comfy/sd.py
+++ b/comfy/sd.py
@@ -596,7 +596,6 @@ class VAE:
                 self.process_output = lambda audio: audio
                 self.process_input = lambda audio: audio
                 self.working_dtypes = [torch.float16, torch.bfloat16, torch.float32]
-                self.disable_offload = True
             elif "blocks.2.blocks.3.stack.5.weight" in sd or "decoder.blocks.2.blocks.3.stack.5.weight" in sd or "layers.4.layers.1.attn_block.attn.qkv.weight" in sd or "encoder.layers.4.layers.1.attn_block.attn.qkv.weight" in sd: #genmo mochi vae
                 if "blocks.2.blocks.3.stack.5.weight" in sd:
                     sd = comfy.utils.state_dict_prefix_replace(sd, {"": "decoder."})