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Create app.py
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import gradio as gr
from transformers import pipeline
text_generator = pipeline('text-generation', model='gpt2')
def generate_text(prompt):
response = text_generator(prompt, max_length=50, num_return_sequences=2)
return response[0]["generated_text"]
example_prompts = [
["The Earth is a big"],
["70% of the Earth is covered by"],
]
demo_interface = gr.Interface(
fn=generate_text,
inputs=gr.inputs.Textbox(lines=5, label="Input Text"),
outputs=gr.outputs.Textbox(label="Generated Text"),
examples=example_prompts
)
demo_interface.launch()