arithescientist commited on
Commit
eb83f46
·
1 Parent(s): f9a9a42

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +2 -2
app.py CHANGED
@@ -24,7 +24,7 @@ custom_config = AutoConfig.from_pretrained(model_name)
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  custom_config.output_hidden_states=True
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  custom_tokenizer = AutoTokenizer.from_pretrained(model_name)
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  custom_model = AutoModel.from_pretrained(model_name, config=custom_config)
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- bert_legal_model = Summarizer(custom_model=custom_model, custom_tokenizer=custom_tokenizer)
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  print('Using model {}\n'.format(model_name))
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@@ -56,7 +56,7 @@ def lincoln(content):
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  text = paragraph
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  # encoding the input text
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  bert_legal_model(content)
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- summary = bert_legal_model(text, min_length = 8, num_sentences = 2)
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  # summary = tokenizer_t5.decode(summary_ids[0], skip_special_tokens=True)
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  summary_text += str(summary) + "\n\n"
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  print("Summary:")
 
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  custom_config.output_hidden_states=True
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  custom_tokenizer = AutoTokenizer.from_pretrained(model_name)
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  custom_model = AutoModel.from_pretrained(model_name, config=custom_config)
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+ bert_legal_model = Summarizer(model = "distilbert-base-uncased", custom_model=custom_model, custom_tokenizer=custom_tokenizer)
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  print('Using model {}\n'.format(model_name))
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  text = paragraph
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  # encoding the input text
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  bert_legal_model(content)
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+ summary = bert_legal_model(text, ratio = 0.01)
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  # summary = tokenizer_t5.decode(summary_ids[0], skip_special_tokens=True)
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  summary_text += str(summary) + "\n\n"
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  print("Summary:")