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it's first commit, for testing model [IDEA-CCNL/Randeng-Pegasus-238M-Summary-Chinese]
Browse files- .gitignore +0 -0
- app.py +36 -0
- requirements.txt +4 -0
.gitignore
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app.py
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import gradio as gr
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import torch
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from tqdm import tqdm
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from transformers import pipeline
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MODEL_NAME = "IDEA-CCNL/Randeng-Pegasus-238M-Summary-Chinese"
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summarizer = pipeline(
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task="automatic-speech-recognition",
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model=MODEL_NAME
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)
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def summarize(text):
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return summarizer(text)
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demo = gr.Blocks(title="⭐ Summ4rizer ⭐")
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demo.encrypt = False
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with demo:
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gr.Markdown(f'''
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<div>
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<h1 style='text-align: center'>Text Summarizer</h1>
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</div>
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<div>
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Using summarization Model from <a href='https://huggingface.co/{MODEL_NAME}' target='_blank'><b>{MODEL_NAME}</b></a>.
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</div>
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''')
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text = gr.Textbox(label="Text here !!", lines=1, interactive=True)
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summarize_btn = gr.Button("Let's Summarize",)
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summarization = gr.Textbox()
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html_output = gr.Markdown()
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summarize_btn.click(summarize, [text], outputs=[html_output, summarization])
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demo.launch()
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requirements.txt
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gradio
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torch
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tqdm
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transformers
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