AriusXi commited on
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689aca1
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Create app.puy

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  1. app.puy +16 -0
app.puy ADDED
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+ from transformers import T5ForConditionalGeneration, T5Tokenizer
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+ import gradio as grad
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+
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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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+
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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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+
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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, outputs=out).launch()