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Update app.py
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app.py
CHANGED
@@ -2,7 +2,7 @@ import gradio as gr
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import subprocess
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def generate_text(length, prefix, temperature,
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# 构建命令行参数
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my_prefix = "--prefix=" + prefix + ","
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args = ["python", "generate.py", f"--length={int(length)}", f"--nsamples=1", f"--prefix={prefix}", f"--temperature={temperature}",f"--batch_size={int(batchsize)}",f"--topk={int(topk)}",f"--topp={topp}",f"--repetition_penalty={rep}"]
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@@ -17,7 +17,7 @@ def generate_text(length, prefix, temperature,batchsize,topk,topp,rep):
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input_length = gr.Slider(label="生成文本长度", minimum=10, maximum=500, value=100,step=10)
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input_prefix = gr.Textbox(label="起始文本")
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input_temperature = gr.Slider(label="生成温度", minimum=0, maximum=2, value=1, step=0.01)
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input_batchsize = gr.Slider(label="生成的batch size", minimum=1, maximum=1, value=1,step=1)
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input_topk = gr.Slider(label="最高几选一", minimum=1, maximum=20, value=8, step=1)
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input_topp = gr.Slider(label="最高积累概率", minimum=0, maximum=2, value=0,step=0.01)
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input_repeat_penality = gr.Slider(label="重复罚值", minimum=0, maximum=2, value=1,step=0.01)
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@@ -27,4 +27,4 @@ output_text = gr.Textbox(label="生成的文本")
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title = "GPT2中文文本生成器"
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description = "cpu推理约1s/字,温度太低基本是无意义字符"
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gr.Interface(fn=generate_text, inputs=[input_length, input_prefix, input_temperature,
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import subprocess
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def generate_text(length, prefix, temperature,topk,topp,rep):
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# 构建命令行参数
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my_prefix = "--prefix=" + prefix + ","
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args = ["python", "generate.py", f"--length={int(length)}", f"--nsamples=1", f"--prefix={prefix}", f"--temperature={temperature}",f"--batch_size={int(batchsize)}",f"--topk={int(topk)}",f"--topp={topp}",f"--repetition_penalty={rep}"]
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input_length = gr.Slider(label="生成文本长度", minimum=10, maximum=500, value=100,step=10)
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input_prefix = gr.Textbox(label="起始文本")
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input_temperature = gr.Slider(label="生成温度", minimum=0, maximum=2, value=1, step=0.01)
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#input_batchsize = gr.Slider(label="生成的batch size", minimum=1, maximum=1, value=1,step=1)
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input_topk = gr.Slider(label="最高几选一", minimum=1, maximum=20, value=8, step=1)
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input_topp = gr.Slider(label="最高积累概率", minimum=0, maximum=2, value=0,step=0.01)
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input_repeat_penality = gr.Slider(label="重复罚值", minimum=0, maximum=2, value=1,step=0.01)
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title = "GPT2中文文本生成器"
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description = "cpu推理约1s/字,温度太低基本是无意义字符"
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gr.Interface(fn=generate_text, inputs=[input_length, input_prefix, input_temperature,input_topk,input_topp,input_repeat_penality], outputs=output_text, title=title, description=description).launch()
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