Upload app.py
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app.py
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#pip install "modelscope[cv]" -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html
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#pip install gradio
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#pip install tensorflow
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#requirements.txt中包含以下依赖库:
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#protobuf==3.20.0
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#transformers==4.27.1
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#icetk
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#cpm_kernels
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import gradio as gr
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import os
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os.system(
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'pip install --upgrade torch'
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)
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os.system(
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'pip install "modelscope" --upgrade -f https://pypi.org/project/modelscope/'
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)
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os.system('pip install transformers -U')
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from modelscope.pipelines import pipeline
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from modelscope.utils.constant import Tasks
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#pipe = pipeline(Tasks.text_generation, model='damo/nlp_gpt3_text-generation_13B')
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# pipe = pipeline(task=Tasks.chat, model='ZhipuAI/ChatGLM-6B', model_revision='v1.0.16', device_map='auto')
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pipe = pipeline(task=Tasks.chat, model='ZhipuAI/chatglm2-6b', model_revision='v1.0.2', device_map='auto')
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# import torch
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# model = torch.hub.load('ZhipuAI', 'chatglm2-6b', offload_folder='/root/.cache/modelscope/hub')
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# pipe = pipeline(task=Tasks.chat, model=model, model_revision='v1.0.2',device_map='auto')
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def text_generation(prompt: str, style: str) -> str:
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prompt = '以“' + prompt + '”为主题,撰写一段' + style + ',字数在100字左右'
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print('功能:' + style + ',提示文案:' + prompt)
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# result = pipe(prompt)
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inputs = {'text':prompt, 'history': []}
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result = pipe(inputs)
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# print('生成文案:' + result['text'])
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print('生成文案:' + result['response'])
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# return result['text']
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return result['response']
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css_style = "#fixed_size_img {height: 240px;} "
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title = "AI文案 by宁侠"
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description = '''
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本服务的主要应用场景涵盖多种文案输入生成和续写,例如用户可以自行输入各种内容,之后服务将会对其进行回答、续写或者按照指令进行回复。
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'''
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with gr.Blocks(title=title, css=css_style) as demo:
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gr.HTML('''
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<div style="text-align: center; max-width: 720px; margin: 0 auto;">
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<div
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style="
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display: inline-flex;
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align-items: center;
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gap: 0.8rem;
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font-size: 1.75rem;
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"
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>
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<h1 style="font-family: PingFangSC; font-weight: 500; line-height: 1.5em; font-size: 32px; margin-bottom: 7px;">
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AI文案
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</h1>
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<h1 style="font-family: PingFangSC; font-weight: 500; line-height: 1.5em; font-size: 16px; margin-bottom: 7px;">
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by宁侠
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</h1>
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</div>
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</div>
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''')
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gr.Markdown(description)
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with gr.Row():
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# radio_style = gr.Radio(label="模型选择", choices=["中文-base", "中文-large", "中文-1.3B", "中文-2.7B", "中文-13B", "中文-30B", "广告文案", "夸夸机器人", "诗词创作", "作文创作"], value="中文-base")
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radio_style = gr.Radio(label="功能选择", choices=["小红书笔记", "小红书标题", "公众号文案", "朋友圈微商文案", "商品卖点", "商品描述", "商品种草文案", "商品好评", "广告标题", "创意广告", "产品起名", "视频拍摄剧本", "短视频口播稿", "直播脚本", "短视频拍摄提纲", "SEO文章", "产品slogan", "夸夸机器人", "诗词创作", "作文创作"], value="小红书笔记")
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with gr.Row():
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text_input = gr.Textbox(label="提示文案", value="探索西夏:沙漠风情与多元文化的西北之旅")
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text_output = gr.Textbox(label="AI创作")
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with gr.Row():
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btn_submit = gr.Button(value="一键创作", elem_id="blue_btn")
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# btn_clear = gr.Button(value="清除")
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# examples = gr.Examples(["以“个性iPhone手机壳”为主题,撰写一段朋友圈微商文案,字数在100字左右", "美化这句话:本服务主要应用于多种场景文案输入的生成和续写,比如用户可以自行尝试输入各种内容,然后让服务去回答、续写或者根据指令回复。"], inputs=[text_input], outputs=text_output)
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examples = gr.Examples(["探索西夏:沙漠风情与多元文化的西北之旅", "个性iPhone手机壳"], inputs=[text_input], outputs=text_output)
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btn_submit.click(text_generation, inputs=[text_input, radio_style], outputs=text_output)
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# btn_clear清除画布
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demo.queue(api_open=False).launch(debug=True)
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