Update app.py

app.py

@@ -0,0 +1,28 @@
+from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
+import gradio as gr
+
+tokenizer = AutoTokenizer.from_pretrained("facebook/bart-large-cnn")
+model = AutoModelForSeq2SeqLM.from_pretrained("facebook/bart-large-cnn")
+
+def text_summarize(article):
+
+    inputs = tokenizer(article, return_tensors = 'pt')
+
+    output = model.generate(inputs.input_ids,
+                            max_new_tokens = 200,
+                            do_sample = True,
+                            top_p = 0.9,
+                            top_k = 50)
+    
+    output_text = tokenizer.decode(output[0], skip_special_tokens=True)
+
+    return output_text
+
+iface = gr.Interface(
+    fn = text_summarize,
+    inputs = gr.Textbox(label = "Article", lines = 8, placeholder = "Paste your text here.."),
+    outputs = gr.Textbox(label = "Summarized Text", lines = 5)
+)
+
+iface.launch()
+