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MesonWarrior
commited on
Commit
•
71b4b2d
1
Parent(s):
9eb24f9
Create app.py
Browse files
app.py
ADDED
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import gradio as gr
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from transformers import pipeline
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def generate_text(
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model,
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text,
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min_length,
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max_length,
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do_not_truncate,
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):
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pipe = pipeline(
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'text-generation',
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model='MesonWarrior/gpt2-bugro',
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tokenizer='MesonWarrior/gpt2-bugro',
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min_length=min_length,
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max_length=max_length,
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use_auth_token="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"
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)
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return pipe(text)[0]['generated_text']
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def interface():
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with gr.Row():
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with gr.Column():
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with gr.Row():
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model = gr.Dropdown(
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["Бугро", "Юморески", "Калик"], label="Model", value="Бугро",
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)
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text = gr.Textbox(lines=7, label="Input text")
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output = gr.Textbox(lines=12, label="Output text")
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with gr.Row():
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with gr.Column():
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min_length = gr.Slider(
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minimum=0, maximum=128, value=32, step=1,
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label="Min Length",
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)
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max_length = gr.Slider(
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minimum=0, maximum=512, value=96, step=1,
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label="Max Length",
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)
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do_not_truncate = gr.Checkbox(
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True,
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label="Do not truncate"
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)
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with gr.Column():
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with gr.Row():
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generate_btn = gr.Button(
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"Generate", variant="primary", label="Generate",
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)
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generate_btn.click(
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fn=generate_text,
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inputs=[
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model,
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text,
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min_length,
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max_length,
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do_not_truncate
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],
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outputs=output,
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)
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with gr.Blocks(
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title="GPT2 VK") as demo:
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gr.Markdown("""
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## GPT2 VK
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Файнтюны модели [ai-forever/rugpt3medium_based_on_gpt2](https://huggingface.co/ai-forever/rugpt3medium_based_on_gpt2) по вашим любимым пабликам ВКонтакте.
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""")
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interface()
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demo.queue().launch()
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