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Update app.py
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app.py
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import gradio as gr
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from transformers import
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# Loading translation model
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translation_tokenizer = AutoTokenizer.from_pretrained("ieuniversity/sciencebrief_translation")
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translation_model = AutoModelForSeq2SeqLM.from_pretrained("ieuniversity/sciencebrief_translation")
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summarization_model = AutoModelForSeq2SeqLM.from_pretrained("ieuniversity/sciencebrief_summarization")
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summarize = pipeline("text2text-generation", model=summarization_model, tokenizer=summarization_tokenizer)
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fn=
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inputs=
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gr.outputs.Textbox(label="Summary"),
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gr.outputs.Textbox(label="Translation")
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],
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import gradio as gr
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from transformers import AutoTokenizer, AutoModelForSeq2SeqLM, pipeline
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# Loading translation model
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translation_tokenizer = AutoTokenizer.from_pretrained("ieuniversity/sciencebrief_translation")
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translation_model = AutoModelForSeq2SeqLM.from_pretrained("ieuniversity/sciencebrief_translation")
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translator = pipeline("translation_en_to_fr", tokenizer=translation_tokenizer, model=translation_model)
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def translate(text):
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return translator(text)[0]['translation_text']
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iface_translate = gr.Interface(
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fn=translate,
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inputs=gr.inputs.Textbox(lines=10, label="Input Text"),
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outputs=gr.outputs.Textbox(label="Translation"),
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title="ScienceBrief Translation",
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description="Translate your text into French using the ScienceBrief translation model.",
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theme="compact"
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)
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iface_translate.launch()
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