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import gradio as gr
from transformers import pipeline
model_name = "EleutherAI/gpt-neo-1.3B"
def generate_text(prompt, max_length):
generator = pipeline('text-generation', model=model_name, use_auth_token=None)
result = generator(prompt, max_length=int(max_length), num_return_sequences=1)
return result[0]['generated_text']
with gr.Blocks() as demo:
gr.Markdown("# AI Text Generator")
gr.Markdown("Powered by EleutherAI/gpt-neo-1.3B")
prompt_input = gr.Textbox(label="Prompt", placeholder="Enter your prompt here...")
max_len_input = gr.Slider(minimum=10, maximum=200, value=50, label="Max Length")
output = gr.Textbox(label="Generated Text")
btn = gr.Button("Generate")
btn.click(fn=generate_text, inputs=[prompt_input, max_len_input], outputs=output)
if __name__ == "__main__":
demo.launch()