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Update app.py
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app.py
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@@ -8,16 +8,18 @@ from transformers import AutoTokenizer
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# Initializing the pipeline for the question answering model
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question_answerer = pipeline("question-answering", model="Only-Mike/ADHD_Test_qa_model")
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This space is build to showcase a fine-tuning of the distilbert-base-uncased and its abilities to answer questions. <br>
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Examples could be: <br>
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- Question = What is ADHD? <br>
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- Context = Attention-deficit/hyperactivity disorder (ADHD) is a neurodevelopmental disorder characterized by inattention, hyperactivity, and impulsivity.<br>
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'
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def question_answer(question, context):
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# Answering from the trained model
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result = question_answerer(question=question, context=context)
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return result["answer"]
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gr.Interface(fn=question_answer, inputs=["text", "text"], outputs=["text"]).launch()
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# Initializing the pipeline for the question answering model
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question_answerer = pipeline("question-answering", model="Only-Mike/ADHD_Test_qa_model")
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def question_answer(question, context):
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# Answering from the trained model
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result = question_answerer(question=question, context=context)
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return result["answer"]
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gr.Interface(fn=question_answer, inputs=["text", "text"], outputs=["text"]).launch()
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gr.Markdown('ADHD QA Bot <br>
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This space is build to showcase a fine-tuning of the distilbert-base-uncased and its abilities to answer questions. <br>
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Examples could be: <br>
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- Question = What is ADHD? <br>
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- Context = Attention-deficit/hyperactivity disorder (ADHD) is a neurodevelopmental disorder characterized by inattention, hyperactivity, and impulsivity.<br>
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')
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