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from transformers import pipeline | |
import gradio as gr | |
summarizer = pipeline("summarization", model = "t5-base",tokenizer="t5-small",truncation=True,framework="tf") | |
def translate(text): | |
text=text.replace('"','"') | |
text=text.replace(''',"'") | |
text=text.replace('&',"&") | |
result = summarizer (text, min_length=180, truncation=True) | |
return result[0]['summary_text'] | |
iface=gr.Interface( | |
fn=translate, | |
inputs=gr.inputs.Textbox(lines=10,placeholder="Enter text to summarize ..."), | |
outputs="text" | |
) | |
# Testing changes | |
iface.launch() |