Update app.py

app.py

@@ -67,16 +67,15 @@ class TextClassifier:
         self.model = None
         self.processor = TextWindowProcessor()
         self.initialize_model()
-
+        
     def initialize_model(self):
             """Initialize the model and tokenizer."""
             logger.info("Initializing model and tokenizer...")
             
-            # Modified tokenizer initialization
+            # Remove the use_fast parameter completely
             self.tokenizer = AutoTokenizer.from_pretrained(
                 self.model_name,
-                use_fast=True,  # Change this to True
-                trust_remote_code=True  # Add this parameter
+                model_max_length=MAX_LENGTH
             )
             
             # First initialize the base model