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Update abstractive_summarization.py
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abstractive_summarization.py
CHANGED
@@ -16,7 +16,7 @@ def summarize_with_bart_ft(input_text):
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# Define the abstractive summarization function (BART-large-cnn)
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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=
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summary_ids = model.generate(inputs, max_length=600, min_length=300, num_beams=
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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 (BART-large-cnn)
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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=False)
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summary_ids = model.generate(inputs, max_length=600, min_length=300, num_beams=2, 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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