Update abstractive_model.py

abstractive_model.py

@@ -7,6 +7,6 @@ model = AutoModelForSeq2SeqLM.from_pretrained("EE21/BART-ToSSimplify")
 # Define the abstractive summarization function
 def summarize_with_bart(input_text):
     inputs = tokenizer.encode("summarize: " + input_text, return_tensors="pt", max_length=1024, truncation=True)
-    summary_ids = model.generate(inputs, max_length=800, min_length=400, num_beams=1, early_stopping=False)
+    summary_ids = model.generate(inputs, max_length=500, min_length=300, num_beams=1, early_stopping=False, length_penalty=1)
     summary = tokenizer.decode(summary_ids[0], skip_special_tokens=True)
     return summary