56 lines
1.7 KiB
Python
56 lines
1.7 KiB
Python
import gradio as gr
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from transformers import pipeline
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from gradio.themes.utils import sizes
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theme = gr.themes.Default(radius_size=sizes.radius_none).set(
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block_label_text_color = '#4D63FF',
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block_title_text_color = '#4D63FF',
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button_primary_text_color = '#4D63FF',
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button_primary_background_fill='#FFFFFF',
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button_primary_border_color='#4D63FF',
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button_primary_background_fill_hover='#EDEFFF',
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)
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summarizer = pipeline("summarization", model="knkarthick/bart-large-xsum-samsum")
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def summarize(text):
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result = summarizer(text)
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return result[0].get('summary_text')
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with gr.Blocks(theme=theme, css="footer {visibility: hidden}") as demo:
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gr.Markdown("""
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<div align='center' ><font size='60'>文本摘要</font></div>
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""")
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with gr.Row():
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with gr.Column():
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box1 = gr.Textbox(label="文本")
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with gr.Row():
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button = gr.Button("提交", variant="primary")
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clear = gr.Button("清除", variant="primary")
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box2 = gr.Textbox(label="文本")
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button.click(fn=summarize, inputs=box1, outputs=box2)
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clear.click(lambda x: gr.update(value=''), [], [box1])
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examples = gr.Examples(examples=['''Hannah: Hey, do you have Betty's number?
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Amanda: Lemme check
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Amanda: Sorry, can't find it.
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Amanda: Ask Larry
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Amanda: He called her last time we were at the park together
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Hannah: I don't know him well
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Amanda: Don't be shy, he's very nice
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Hannah: If you say so..
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Hannah: I'd rather you texted him
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Amanda: Just text him 🙂
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Hannah: Urgh.. Alright
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Hannah: Bye
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Amanda: Bye bye
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'''], inputs=[box1], label="例子")
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if __name__ == "__main__":
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demo.queue(concurrency_count=3)
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demo.launch(server_name = "0.0.0.0", server_port = 7028)
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