diff --git a/examples/research_projects/dreambooth_inpaint/train_dreambooth_inpaint.py b/examples/research_projects/dreambooth_inpaint/train_dreambooth_inpaint.py
index c9b9211415b8..5158f9fc3bc0 100644
--- a/examples/research_projects/dreambooth_inpaint/train_dreambooth_inpaint.py
+++ b/examples/research_projects/dreambooth_inpaint/train_dreambooth_inpaint.py
@@ -405,14 +405,14 @@ def main():
     args = parse_args()
     logging_dir = Path(args.output_dir, args.logging_dir)
 
-    accelerator_project_config = ProjectConfiguration(total_limit=args.checkpoints_total_limit)
+    project_config = ProjectConfiguration(total_limit=args.checkpoints_total_limit)
 
     accelerator = Accelerator(
         gradient_accumulation_steps=args.gradient_accumulation_steps,
         mixed_precision=args.mixed_precision,
         log_with="tensorboard",
         logging_dir=logging_dir,
-        accelerator_project_config=accelerator_project_config,
+        project_config=project_config,
     )
 
     # Currently, it's not possible to do gradient accumulation when training two models with accelerate.accumulate