diff --git a/examples/ArtAug/artaug_flux.py b/examples/ArtAug/artaug_flux.py
index 1789ae2..07043f0 100644
--- a/examples/ArtAug/artaug_flux.py
+++ b/examples/ArtAug/artaug_flux.py
@@ -1,24 +1,14 @@
 import torch
 from diffsynth import ModelManager, FluxImagePipeline, download_customized_models
 
-prompt = "a beautiful Asian girl."
-
-# Generate an image using FLUX.1-dev
-model_manager = ModelManager(torch_dtype=torch.bfloat16, device="cuda", model_id_list=["FLUX.1-dev"])
-pipe = FluxImagePipeline.from_model_manager(model_manager)
-
-image = pipe(prompt=prompt, seed=0)
-image.save("image.jpg")
-
-# Download and load ArtAug LoRA
 lora_path = download_customized_models(
     model_id="DiffSynth-Studio/ArtAug-lora-FLUX.1dev-v1",
     origin_file_path="merged_lora.safetensors",
-    local_dir="models/lora",
-    downloading_priority=["ModelScope", "HuggingFace"]
+    local_dir="models/lora"
 )[0]
+model_manager = ModelManager(torch_dtype=torch.bfloat16, device="cuda", model_id_list=["FLUX.1-dev"])
 model_manager.load_lora(lora_path, lora_alpha=1.0)
+pipe = FluxImagePipeline.from_model_manager(model_manager)
 
-# Generate an image using FLUX.1-dev + ArtAug
-image = pipe(prompt=prompt, seed=0)
+image = pipe(prompt="a house", seed=0)
 image.save("image_artaug.jpg")