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Create app.py
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app.py
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from transformers import T5ForConditionalGeneration, T5Tokenizer
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import gradio as grad
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text2text_tkn= T5Tokenizer.from_pretrained("t5-small")
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mdl = T5ForConditionalGeneration.from_pretrained("t5-small")
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def text2text_translation(text):
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inp = "translate English to German:: "+text
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enc = text2text_tkn(inp, return_tensors="pt")
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tokens = mdl.generate(**enc)
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response=text2text_tkn.batch_decode(tokens)
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return response
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para=grad.Textbox(lines=1, label="English Text", placeholder="Text in English")
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out=grad.Textbox(lines=1, label="German Translation")
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grad.Interface(text2text_translation, inputs=para,
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outputs=out).launch()
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