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ToS-Summarization

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EE21 commited on Dec 27, 2023

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1724904

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1 Parent(s): e09e77e

Update abstractive_summarization.py

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abstractive_summarization.py CHANGED Viewed

@@ -8,7 +8,7 @@ model = AutoModelForSeq2SeqLM.from_pretrained("EE21/BART-ToSSimplify")
 def summarize_with_bart_ft(input_text):
     inputs = tokenizer.encode("summarize: " + input_text, return_tensors="pt", max_length=1024, truncation=True)
     summary_ids = model.generate(inputs, max_length=300, min_length=100, num_beams=1, early_stopping=False, length_penalty=1)
-    summary = tokenizer.decode(summary_ids[0], skip_special_tokens=False)
     return summary
 # Function to summarize using BART-large-cnn

 def summarize_with_bart_ft(input_text):
     inputs = tokenizer.encode("summarize: " + input_text, return_tensors="pt", max_length=1024, truncation=True)
     summary_ids = model.generate(inputs, max_length=300, min_length=100, num_beams=1, early_stopping=False, length_penalty=1)
+    summary = tokenizer.decode(summary_ids[0], skip_special_tokens=True)
     return summary
 # Function to summarize using BART-large-cnn