diff --git a/comfy/model_base.py b/comfy/model_base.py
index 7ef03440..21f884ba 100644
--- a/comfy/model_base.py
+++ b/comfy/model_base.py
@@ -207,9 +207,6 @@ class BaseModel(torch.nn.Module):
         unet_state_dict = self.diffusion_model.state_dict()
         unet_state_dict = self.model_config.process_unet_state_dict_for_saving(unet_state_dict)
 
-        if self.get_dtype() == torch.float16:
-            extra_sds = map(lambda sd: utils.convert_sd_to(sd, torch.float16), extra_sds)
-
         if self.model_type == ModelType.V_PREDICTION:
             unet_state_dict["v_pred"] = torch.tensor([])