diff --git a/flux/dreambooth.py b/flux/dreambooth.py
index 83a629f6..ffdb02d7 100644
--- a/flux/dreambooth.py
+++ b/flux/dreambooth.py
@@ -282,13 +282,11 @@ if __name__ == "__main__":
             generate_progress_images(i + 1, flux, args)
 
         if (i + 1) % args.checkpoint_every == 0:
-            file_name = f"{i + 1:07d}_adapters.safetensors"
-            save_adapters(file_name, flux, args)
+            save_adapters(f"{i + 1:07d}_adapters.safetensors", flux, args)
 
         if (i + 1) % 10 == 0:
             losses = []
             tic = time.time()
 
-    final_adapter = "final_adapter.safetensors"
-    save_adapters(final_adapter, flux, args)
+    save_adapters("final_adapters.safetensors", flux, args)
     print(f"Training successful. Saved final weights to {args.adapter_file}.")
diff --git a/flux/flux/utils.py b/flux/flux/utils.py
index ffd99176..2437f21f 100644
--- a/flux/flux/utils.py
+++ b/flux/flux/utils.py
@@ -222,12 +222,9 @@ def save_config(
         config (dict): The model configuration.
         config_path (Union[str, Path]): Model configuration file path.
     """
-    # Clean unused keys
-    config.pop("_name_or_path", None)
-
-    # sort the config for better readability
+    # Sort the config for better readability
     config = dict(sorted(config.items()))
 
-    # write the updated config to the config_path (if provided)
+    # Write the config to the provided file
     with open(config_path, "w") as fid:
         json.dump(config, fid, indent=4)