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438eda1
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Parent(s):
4487f78
Create app.py
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app.py
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import gradio as gr
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from transformers import pipeline
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title= "German Flan-T5"
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examples = [
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["Erzähl mit eine Geschichte!"]
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]
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tDeEn = pipeline(model="Helsinki-NLP/opus-mt-de-en")
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tEnDe = pipeline(model="Helsinki-NLP/opus-mt-de-en")
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bot = pipeline(model="google/flan-t5-large")
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def solve(text):
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eng=tDeEn(text)[0]["translation_text"]
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out=bot(eng,max_length=50)[0]["generated_text"]
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out=tEnDe(out)[0]["translation_text"]
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return output
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task = gr.Interface(
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fn=solve,
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inputs=gr.Textbox(lines=5,max_lines=6,label="Auftrag:"),
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outputs="text",
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title=title,
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examples=examples
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)
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if __name__ == "__main__":
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task.launch()
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