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ToS-Summarization

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EE21 commited on Dec 19, 2023

Commit

717319d

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1 Parent(s): cfc79e8

Update abstractive_model.py

Files changed (1) hide show

abstractive_model.py CHANGED Viewed

@@ -8,5 +8,5 @@ model = AutoModelForSeq2SeqLM.from_pretrained("EE21/BART-ToSSimplify")
 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=200, min_length=50, num_beams=1, early_stopping=False, length_penalty=1)
-    summary = tokenizer.decode(summary_ids[0], skip_special_tokens=True)
     return summary

 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=200, min_length=50, num_beams=1, early_stopping=False, length_penalty=1)
+    summary = tokenizer.decode(summary_ids[0], skip_special_tokens=False)
     return summary