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Create app.py
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app.py
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import transformers
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import gradio as gr
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from transformers import pipeline
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gpt2 = pipeline('text-generation', model = "Lifan-Z/Chinese-Classic-Poem-Generator-style5x8-GPT2")
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def poems(st):
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poems=""
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sequences = gpt2('<|endoftext|>'+st, max_length=50, do_sample=True, top_k=950, repetition_penalty=1.2, num_return_sequences=20, eos_token_id=0)
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i=0
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for seq in sequences:
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if (len(seq.get('generated_text')) == 108):
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poems = poems + (str(seq.get('generated_text'))[13:108]) + "\n\n"
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i=i+1
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if(i==6):
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return(poems)
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textbox = gr.Textbox(label="输入0~5个汉字作为诗的开头,以英文空格分隔。(Enter 0~5 Chinese characters to be the beginning of the poem, separated by a space. )", placeholder="白 日 依 山 尽", lines=11)
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iface = gr.Interface(fn=poems, inputs=textbox, outputs="text")
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iface.launch()
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