Update app.py

app.py

@@ -24,23 +24,13 @@ 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(model = "distilbert-base-uncased", custom_model=custom_model, custom_tokenizer=custom_tokenizer)
+bert_legal_model = Summarizer(custom_model=custom_model, custom_tokenizer=custom_tokenizer)
 print('Using model {}\n'.format(model_name))
 
 
-
-def lincoln(content):
-    
-    bert_legal_model(content)
-    
-    summary = bert_legal_model(content, min_length = 8, ratio = 0.05)
-    # summary = tokenizer_t5.decode(summary_ids[0], skip_special_tokens=True)
-    print("Summary:")
-    print(summary)
-    all_text =  str(summary) 
-
-    return all_text
-
+def lincoln(input_text):
+  output_text= bert_legal_model(input_text,  min_length = 8, ratio = 0.05)
+  
 iface = gr.Interface(
     lincoln, 
     "text",