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Update app.py
Browse filesNext task is language translation.
app.py
CHANGED
@@ -8,13 +8,24 @@ import ast
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# my_pipeline = pipeline('question-answering', model=mdl_name, tokenizer=mdl_name)
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# 2. Different model.
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mdl_name = "distilbert-base-cased-distilled-squad"
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my_pipeline = pipeline('question-answering', model=mdl_name, tokenizer=mdl_name)
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def
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di=ast.literal_eval(text)
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response = my_pipeline(di)
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return response
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grad.Interface(
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# my_pipeline = pipeline('question-answering', model=mdl_name, tokenizer=mdl_name)
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# 2. Different model.
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# mdl_name = "distilbert-base-cased-distilled-squad"
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# my_pipeline = pipeline('question-answering', model=mdl_name, tokenizer=mdl_name)
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# def answer_question(question,context):
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# text= "{"+"'question': '"+question+"','context': '"+context+"'}"
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# di=ast.literal_eval(text)
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# response = my_pipeline(di)
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# return response
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# grad.Interface(answer_question, inputs=["text","text"], outputs="text").launch()
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# 3. Different task: language translation.
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# First model translates English to German.
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mdl_name = "Helsinki-NLP/opus-mt-en-de"
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opus_translator = pipeline("translation", model=mdl_name)
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def translate(text):
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response = opus_translator(text)
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return response
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grad.Interface(translate, inputs=["text",], outputs="text").launch()
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