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4a18226 19e2e0f 4a18226 19e2e0f 4a18226 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 | import gradio as gr
from transformers import pipeline
# Initialize the Hugging Face summarization pipeline
summarizer = pipeline("summarization", model='t5-base', tokenizer='t5-base')
def summarize_text(input_text):
summary_text = summarizer(input_text, max_length=100, min_length=25, do_sample=False)
return summary_text[0]['summary_text']
iface = gr.Interface(
fn=summarize_text,
inputs=gr.inputs.Textbox(lines=10, placeholder="Enter Text Here..."),
outputs="text"
)
if __name__ == "__main__":
iface.launch() |