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from transformers import pipeline
import torch
import gradio as gr
summarizer = pipeline(task="summarization",
model="facebook/bart-large-cnn",
torch_dtype=torch.bfloat16)
# name of the function
def summary(text, min_len,max_len):
summary = summarizer(text,min_length=min_len,max_length=max_len)
return summary[0]['summary_text']
# We instantiate the Textbox class
#textbox = gr.Textbox(label="Summarizer: ", placeholder="Enter the text")
demo = gr.Interface(fn=summary, inputs = [gr.Textbox(label=" : Summarize Your Text : ", placeholder="Enter the text"), gr.Slider(minimum=4, maximum=10, step=1), gr.Slider(minimum=10, maximum=500, step=20),] , outputs="text",)
demo.launch()
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