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import gradio as gr | |
from transformers import pipeline | |
# Load a pre-trained Hugging Face model | |
generator = pipeline("text-generation", model="gpt2") | |
def generate_text(prompt): | |
# Generate text using the model | |
result = generator(prompt, max_length=50, num_return_sequences=1) | |
return result[0]["generated_text"] | |
# Create the Gradio interface | |
iface = gr.Interface( | |
fn=generate_text, | |
inputs=gr.Textbox(lines=2, placeholder="Enter your prompt here..."), | |
outputs=gr.Textbox() | |
) | |
# Launch the interface | |
iface.launch() | |