Update app.py

app.py

@@ -43,10 +43,11 @@ class PaperScorer:
         self.max_length = max_length
 
         # PEFT 模型 (LoRA)
-        self.model = AutoPeftModelForSequenceClassification.from_pretrained(
+        self.model = AutoModelForSequenceClassification.from_pretrained(
             model_path,
             device_map="auto",
-            num_labels=1
+            num_labels=1,
+            load_in_8bit=True,
         ).to(self.device).eval()
 
         self.tokenizer = AutoTokenizer.from_pretrained(model_path)