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import gradio as gr

 api=gr.Interface.load("huggingface/EleutherAI/gpt-j-6B")

def complete_with_gpt(text):
    return text[:-50]+api(text[-50:])
    
with gr.Blocks()as demo:
    with gr.Row()
    textbox=gr.Textbox(placeholder="Type here and press enter...",lines=8)
    with gr.Column():
        btn=gr.Button("Generate")
        
        btn.click(complete_with_gpt,textbox,textbox)
        
        demo.launch()