Add summarization app using BART model

app.py

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+import gradio as gr
+from transformers import pipeline
+
+# Load the summarization model
+summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
+
+def summarize(text):
+    summary = summarizer(text, max_length=130, min_length=30, do_sample=False)
+    return summary[0]['summary_text']
+
+demo = gr.Interface(
+    fn=summarize,
+    inputs=gr.Textbox(lines=10, label="Enter your text"),
+    outputs=gr.Textbox(label="Summary"),
+    title="Text Summarizer",
+    description="Summarize large blocks of text using the facebook/bart-large-cnn model."
+)
+
+demo.launch()

requirements.txt

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+transformers
+torch