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from transformers import pipeline | |
import gradio as gr | |
summarizer = pipeline("summarization", model="t5-base", tokenizer="t5-small", framework="tf") | |
def translate(text): | |
text = text.replace("\n", "") | |
text = text.replace("\r", "") | |
text = text.replace(" ", "") | |
text = text.replace("&", "") | |
text = text.replace("'", "") | |
text = text.replace(""", "") | |
result = summarizer(text, min_length=99, tructation=True, max_length=200) | |
return result[-1]['summary_text'] | |
iface = gr.Interface( | |
fn=translate, | |
inputs=gr.inputs.Textbox(lines=9, label="Text", placeholder="Enter text here..."), | |
outputs="text" | |
) | |
iface.launch() |