diff --git a/examples/research_projects/dreambooth_inpaint/train_dreambooth_inpaint_lora.py b/examples/research_projects/dreambooth_inpaint/train_dreambooth_inpaint_lora.py
index 0522488f28..07df6f2011 100644
--- a/examples/research_projects/dreambooth_inpaint/train_dreambooth_inpaint_lora.py
+++ b/examples/research_projects/dreambooth_inpaint/train_dreambooth_inpaint_lora.py
@@ -411,7 +411,7 @@ def main():
         mixed_precision=args.mixed_precision,
         log_with="tensorboard",
         logging_dir=logging_dir,
-        accelerator_project_config=accelerator_project_config,
+        project_config=accelerator_project_config,
     )
 
     # Currently, it's not possible to do gradient accumulation when training two models with accelerate.accumulate