diff --git a/benchmarks/run_all.py b/benchmarks/run_all.py
index bef93b4ab31a..779685e452c5 100644
--- a/benchmarks/run_all.py
+++ b/benchmarks/run_all.py
@@ -48,7 +48,11 @@ def main():
                 run_command(command.split())
 
         elif file in ["benchmark_sd_img.py", "benchmark_sd_inpainting.py"]:
-            sdxl_ckpt = "stabilityai/stable-diffusion-xl-base-1.0"
+            sdxl_ckpt = (
+                "stabilityai/stable-diffusion-xl-refiner-1.0"
+                if "inpainting" not in file
+                else "stabilityai/stable-diffusion-xl-base-1.0"
+            )
             command = f"python {file} --ckpt {sdxl_ckpt}"
             run_command(command.split())
 
diff --git a/src/diffusers/models/__init__.py b/src/diffusers/models/__init__.py
index 49ee3ee6af6b..e3794939e25e 100644
--- a/src/diffusers/models/__init__.py
+++ b/src/diffusers/models/__init__.py
@@ -33,8 +33,8 @@
     _import_structure["consistency_decoder_vae"] = ["ConsistencyDecoderVAE"]
     _import_structure["controlnet"] = ["ControlNetModel"]
     _import_structure["dual_transformer_2d"] = ["DualTransformer2DModel"]
-    _import_structure["modeling_utils"] = ["ModelMixin"]
     _import_structure["embeddings"] = ["ImageProjection"]
+    _import_structure["modeling_utils"] = ["ModelMixin"]
     _import_structure["prior_transformer"] = ["PriorTransformer"]
     _import_structure["t5_film_transformer"] = ["T5FilmDecoder"]
     _import_structure["transformer_2d"] = ["Transformer2DModel"]