Update app.py

app.py

@@ -21,12 +21,10 @@ def get_response(input_text):
   model_name = 'nlpaueb/legal-bert-base-uncased'
   
   
-  # The setup of huggingface.co
-  custom_config = AutoConfig.from_pretrained(model_name)
-  custom_config.output_hidden_states=True
-  custom_tokenizer = AutoTokenizer.from_pretrained(model_name)
-  custom_model = AutoModel.from_pretrained(model_name, config=custom_config)
-  bert_legal_model = Summarizer(custom_model=custom_model, custom_tokenizer=custom_tokenizer)
+  tokenizer = AutoTokenizer.from_pretrained(model_name )
+  
+  model = AutoModelForPreTraining.from_pretrained(model_name)
+  bert_legal_model = Summarizer(custom_model=model, custom_tokenizer=tokenizer)
   
 
   output_text= bert_legal_model(input_text,  min_length = 8, ratio = 0.05)