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Update app.py
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app.py
CHANGED
@@ -51,7 +51,7 @@ def remove_parentheses(text):
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distilbert_base_uncased = pipeline(model="Nighter/QA_wiki_data_short_answer", from_tf=True)
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bert_base_uncased = pipeline(model="Nighter/QA_bert_base_uncased_wiki_data_short_answer", from_tf=True)
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roberta_base = pipeline(model="Nighter/QA_wiki_data_roberta_base_short_answer", from_tf=True)
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longformer_base = pipeline(model="
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# Function to answer on all models
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def answer_questions(context, question):
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@@ -74,22 +74,22 @@ with gr.Blocks() as app:
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gr.ClearButton([context_input,question_input])
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with gr.Column():
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with gr.Row():
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with gr.Column(scale=
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distilbert_base_uncased_output = gr.Textbox(lines=3, label="Distil BERT Base Uncased")
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with gr.Column(scale=2):
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distilbert_base_uncased_score = gr.Number(label="Distil BERT Base Uncased Score")
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with gr.Row():
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with gr.Column(scale=
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bert_base_uncased_output = gr.Textbox(lines=3, label="BERT Base Uncased")
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with gr.Column(scale=2):
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bert_base_uncased_score = gr.Number(label="BERT Base Uncased Score")
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with gr.Row():
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with gr.Column(scale=
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roberta_base_output = gr.Textbox(lines=3, label="RoBERTa Base")
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with gr.Column(scale=2):
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roberta_base_score = gr.Number(label="RoBERTa Base Score")
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with gr.Row():
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with gr.Column(scale=
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longformer_base_output = gr.Textbox(lines=3, label="Longformer Base")
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with gr.Column(scale=2):
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longformer_base_score = gr.Number(label="Longformer Base Score")
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distilbert_base_uncased = pipeline(model="Nighter/QA_wiki_data_short_answer", from_tf=True)
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bert_base_uncased = pipeline(model="Nighter/QA_bert_base_uncased_wiki_data_short_answer", from_tf=True)
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roberta_base = pipeline(model="Nighter/QA_wiki_data_roberta_base_short_answer", from_tf=True)
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longformer_base = pipeline(model="aware-ai/longformer-squadv2")
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# Function to answer on all models
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def answer_questions(context, question):
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gr.ClearButton([context_input,question_input])
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with gr.Column():
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with gr.Row():
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with gr.Column(scale=4):
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distilbert_base_uncased_output = gr.Textbox(lines=3, label="Distil BERT Base Uncased")
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with gr.Column(scale=2):
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distilbert_base_uncased_score = gr.Number(label="Distil BERT Base Uncased Score")
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with gr.Row():
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with gr.Column(scale=4):
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bert_base_uncased_output = gr.Textbox(lines=3, label="BERT Base Uncased")
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with gr.Column(scale=2):
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bert_base_uncased_score = gr.Number(label="BERT Base Uncased Score")
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with gr.Row():
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with gr.Column(scale=4):
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roberta_base_output = gr.Textbox(lines=3, label="RoBERTa Base")
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with gr.Column(scale=2):
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roberta_base_score = gr.Number(label="RoBERTa Base Score")
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with gr.Row():
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with gr.Column(scale=4):
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longformer_base_output = gr.Textbox(lines=3, label="Longformer Base")
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with gr.Column(scale=2):
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longformer_base_score = gr.Number(label="Longformer Base Score")
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