Create app.py

app.py

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+import torch
+import gradio as gr
+
+# Use a pipeline as a high-level helper
+from transformers import pipeline
+
+text_summary = pipeline("summarization", model="facebook/bart-large-cnn", torch_dtype=torch.bfloat16)
+
+# model_path = ("../Model/models--facebook--bart-large-cnn/snapshots/37f520fa929c961707657b28798b30c003dd100b")
+# text_summary = pipeline("summarization", model=model_path,
+#                 torch_dtype=torch.bfloat16)
+
+# text="""
+# The tower is 324 metres (1,063 ft) tall, about the same height as
+# an 81-storey building, and the tallest structure in Paris. Its base
+# is square, measuring 125 metres (410 ft) on each side. During its
+# construction, the Eiffel Tower surpassed the Washington Monument to
+# become the tallest man-made structure in the world, a title it held
+# for 41 years until the Chrysler Building in New York City was finished in 1930.
+# It was the first structure to reach a height of 300 metres. Due to the addition
+# of a broadcasting aerial at the top of the tower in 1957, it is now taller than
+# the Chrysler Building by 5.2 metres (17 ft). Excluding transmitters, the Eiffel
+# Tower is the second tallest free-standing structure in France after the Millau Viaduct.
+# """
+# print(text_summary(text));
+
+def summary (input):
+    output = text_summary(input)
+    return output[0]['summary_text']
+
+gr.close_all()
+
+# demo = gr.Interface(fn=summary, inputs="text", outputs="text")
+demo = gr.Interface(fn=summary,
+                    inputs=[gr.Textbox(label="Input text to summarize",lines=6)],
+                    outputs=[gr.Textbox(label="Summarized text",lines=4)],
+                    title="EQNZ Text Summarizer",
+                    description="THIS APPLICATION WILL BE USED TO SUMMARIZE THE TEXT")
+
+demo.launch()