rokeya16 commited on
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Create app.py

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  1. app.py +31 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import pipeline
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+
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+ generator = pipeline("text-generation", model="gpt2")
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+
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+ def generate_text(prompt, temperature, max_length):
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+ if not prompt:
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+ return "Please enter a prompt."
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+
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+ result = generator(
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+ prompt,
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+ max_new_tokens=int(max_length),
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+ temperature=temperature,
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+ do_sample=True,
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+ pad_token_id=50256
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+ )
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+ return result[0]["generated_text"]
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+
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+ demo = gr.Interface(
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+ fn=generate_text,
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+ inputs=[
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+ gr.Textbox(label="Prompt", placeholder="Enter your prompt..."),
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+ gr.Slider(0.1, 1.5, value=0.7, label="Temperature"),
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+ gr.Slider(20, 200, value=50, label="Max Tokens")
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+ ],
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+ outputs=gr.Textbox(label="Generated Text"),
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+ title="Text Generator",
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+ description="Generate text with GPT-2"
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+ )
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+
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+ demo.launch()