EE21 commited on
Commit
cfc79e8
1 Parent(s): a013a47

Update abstractive_model.py

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  1. abstractive_model.py +1 -1
abstractive_model.py CHANGED
@@ -7,6 +7,6 @@ model = AutoModelForSeq2SeqLM.from_pretrained("EE21/BART-ToSSimplify")
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  # Define the abstractive summarization function
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  def summarize_with_bart(input_text):
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  inputs = tokenizer.encode("summarize: " + input_text, return_tensors="pt", max_length=1024, truncation=True)
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- summary_ids = model.generate(inputs, max_length=500, min_length=300, num_beams=1, early_stopping=False, length_penalty=1)
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  summary = tokenizer.decode(summary_ids[0], skip_special_tokens=True)
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  return summary
 
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  # Define the abstractive summarization function
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  def summarize_with_bart(input_text):
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  inputs = tokenizer.encode("summarize: " + input_text, return_tensors="pt", max_length=1024, truncation=True)
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+ summary_ids = model.generate(inputs, max_length=200, min_length=50, num_beams=1, early_stopping=False, length_penalty=1)
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  summary = tokenizer.decode(summary_ids[0], skip_special_tokens=True)
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  return summary