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app.py
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# -*- coding: utf-8 -*-
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"""
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@author:XuMing([email protected])
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@description: 中文对联生成
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"""
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import gradio as gr
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from textgen import T5Model
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# 中文对联生成模型(shibing624/t5-chinese-couplet)
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model = T5Model("t5", "shibing624/t5-chinese-couplet")
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def ai_text(sentence):
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out_sentences = model.predict([sentence])
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print("{} \t out: {}".format(sentence, out_sentences[0]))
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return out_sentences[0]
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if __name__ == '__main__':
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examples = [
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['对联:丹枫江冷人初去'],
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['对联:春回大地,对对黄莺鸣暖树'],
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['对联:书香醉我凌云梦'],
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['对联:灵蛇出洞千山秀'],
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['对联:晚风摇树树还挺'],
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['对联:幸福体彩彩民喜爱,玩出幸福'],
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['对联:光华照眼来,谁敢歌吟?诗仙诗圣空千古'],
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]
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input = gr.inputs.Textbox(lines=4, placeholder="Enter Sentence")
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output_text = gr.outputs.Textbox()
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gr.Interface(ai_text,
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inputs=[input],
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outputs=[output_text],
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theme="grass",
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title="Chinese Couplet Generation Model",
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description="Copy or input Chinese text here. Submit and the machine will generate left text.",
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article="Link to <a href='https://github.com/shibing624/textgen' style='color:blue;' target='_blank\'>Github REPO</a>",
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examples=examples
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).launch()
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