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Update app.py
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app.py
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@@ -3,17 +3,38 @@ from transformers import pipeline
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# model = AutoModelForCausalLM.from_pretrained("Karzan/ckb-gpt2-medium-base-test-1024")
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model_id = "Karzan/bart-qa-ckb"
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pipe = pipeline(
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def func(context, question):
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result = pipe(question
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return result[
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interface = gr.Interface(
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fn=func,
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inputs=[
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# submit_btn=submit_btn,
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)
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# model = AutoModelForCausalLM.from_pretrained("Karzan/ckb-gpt2-medium-base-test-1024")
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model_id = "Karzan/bart-qa-ckb"
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pipe = pipeline(
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"question-answering",
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model=model_id,
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max_answer_len=300,
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handle_impossible_answer=True,
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top_k=1,
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)
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def func(context, question):
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result = pipe(question=question, context=context)
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return result[0]["answer"], result[0]["score"], result[1]["answer"], result[1]["score"], result[2]["answer"], result[2]["score"], result[3]["answer"], result[3]["score"], result[4]["answer"], result[4]["score"]
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interface = gr.Interface(
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fn=func,
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inputs=[
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gr.Textbox(lines=7, label="Context paragraph"),
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gr.Textbox(lines=2, label="Question"),
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],
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outputs=[
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gr.Textbox(label="Answer 1"),
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gr.Textbox(label="Score 1"),
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gr.Textbox(label="Answer 2"),
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gr.Textbox(label="Score 2"),
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gr.Textbox(label="Answer 3"),
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gr.Textbox(label="Score 3"),
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gr.Textbox(label="Answer 4"),
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gr.Textbox(label="Score 4"),
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gr.Textbox(label="Answer 5"),
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gr.Textbox(label="Score 5"),
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],
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# submit_btn=submit_btn,
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)
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