diff --git a/diffsynth/extensions/QualityMetric/config.py b/diffsynth/extensions/QualityMetric/config.py
index 8da223f..ae22bc2 100644
--- a/diffsynth/extensions/QualityMetric/config.py
+++ b/diffsynth/extensions/QualityMetric/config.py
@@ -1,11 +1,15 @@
 import os
 
-CURRENT_DIR = os.path.dirname(os.path.abspath(__file__))
+current_dir = os.path.dirname(os.path.abspath(__file__))
+project_root = os.path.abspath(os.path.join(current_dir, '../../../'))
+quality_metric_path = os.path.join(project_root, 'models', 'QualityMetric')
+
+# 打印生成的路径
+print(quality_metric_path)
 
 def get_model_path(model_name):
-    return os.path.join(CURRENT_DIR, MODEL_FOLDER, model_name)
+    return os.path.join(quality_metric_path, model_name)
 
-MODEL_FOLDER = "reward_pretrained"
 
 MODEL_PATHS = {
     "aesthetic_predictor": get_model_path("aesthetic-predictor/sac+logos+ava1-l14-linearMSE.safetensors"),
diff --git a/examples/QualityMetric/README.md b/examples/QualityMetric/README.md
index a8aa96d..293e921 100644
--- a/examples/QualityMetric/README.md
+++ b/examples/QualityMetric/README.md
@@ -14,17 +14,12 @@ The file directory is shown below.
 
 ```
 DiffSynth-Studio/
-└── diffsynth/
-    └── extensions/
-        └── QualityMetric/
-            ├── __init__.py
-            ├── hps.py
-            ├── reward_pretrained/
-            │   ├── HPS_v2/
-            │   │   ├── HPS_v2_compressed.safetensors
-            │   │   ├── HPS_v2.1_compressed.safetensors
-            │   └── ...
-            └── ...
+└── models/
+    └── QualityMetric/
+        ├── HPS_v2/
+        │   ├── HPS_v2_compressed.safetensors
+        │   ├── HPS_v2.1_compressed.safetensors
+        └── ...
 ```
 
 ### Step 2: Test image quality metric
diff --git a/models/QualityMetric/Put pretrained reward checkpoints here.txt b/models/QualityMetric/Put pretrained reward checkpoints here.txt
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/models/QualityMetric/Put pretrained reward checkpoints here.txt	
@@ -0,0 +1 @@
+