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dacbfe7
1
Parent(s):
e4ffe37
Update app.py
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app.py
CHANGED
@@ -10,12 +10,11 @@ from nltk.tokenize import word_tokenize
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import os
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import pdfkit
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import yake
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from transformers import AutoTokenizer, AutoModelForPreTraining, AutoModel, AutoConfig
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from summarizer import Summarizer,TransformerSummarizer
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from transformers import pipelines
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nltk.download('punkt')
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model_name = 'nlpaueb/legal-bert-base-uncased'
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@@ -25,13 +24,12 @@ model = AutoModelForPreTraining.from_pretrained(model_name)
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bert_legal_model = Summarizer(custom_model=model, custom_tokenizer=tokenizer)
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def get_response(input_text):
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iface = gr.Interface(
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get_response,
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"text",
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import os
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import pdfkit
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import yake
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from summarizer import Summarizer,TransformerSummarizer
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from transformers import pipelines
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#nltk.download('punkt')
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from transformers import AutoTokenizer, AutoModelForPreTraining
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model_name = 'nlpaueb/legal-bert-base-uncased'
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bert_legal_model = Summarizer(custom_model=model, custom_tokenizer=tokenizer)
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def get_response(input_text):
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output_text= bert_legal_model(input_text, min_length = 8, ratio = 0.05)
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return output_text
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iface = gr.Interface(
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get_response,
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"text",
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