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feat(app.py): update app
Browse files- .gitignore +2 -0
- app.py +26 -0
- requirements.txt +4 -0
.gitignore
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**/__pycache__
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flagged
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app.py
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from transformers.pipelines import pipeline
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import gradio as gr
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from huggingface_hub import login
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import os
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login(os.environ['HF_Token'])
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predictor = pipeline(
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"sentences_sim",
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model="minskiter/simbert-chinese-bert-wwm-ext",
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device="cpu",
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trust_remote_code=True,
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use_auth_token=True
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)
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def sim_predictor_gradio(text_a,text_b):
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sim = predictor((text_a, text_b))
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return {text_b[:10]+"...": sim}
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demo = gr.Interface(
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fn=sim_predictor_gradio,
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inputs=[
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gr.Textbox(lines=5, label="文本1"),
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gr.Textbox(lines=5, label="文本2")
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],
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outputs=gr.Label(num_top_classes=1, label="相似度")
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)
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demo.launch()
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requirements.txt
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transformers==4.30.1
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gradio==3.36.1
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huggingface-hub==0.15.1
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torch==2.0.1
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