deploy summarizer

app.py

@@ -0,0 +1,32 @@
+import torch
+import gradio as gr
+
+# Use a pipeline as a high-level helper
+from transformers import pipeline
+
+text_summary = pipeline("summarization", model="sshleifer/distilbart-cnn-6-6")
+
+# model_path = ("../Models/models--sshleifer--distilbart-cnn-6-6/snapshots/d2fde4ca965ba893255479612e4b801aa6500029")
+
+# text_summary = pipeline("summarization", model=model_path,
+#                 torch_dtype=torch.bfloat16)
+
+
+# text = '''Satoshi Nakamoto is the name used by the presumed pseudonymous[1][2][3][4] person or persons who developed bitcoin, authored the bitcoin white paper, and created and deployed bitcoin's original reference implementation.[5] As part of the implementation, Nakamoto also devised the first blockchain database.[6] Nakamoto was active in the development of bitcoin until December 2010.[7]
+
+# There has been widespread speculation about Nakamoto's true identity, with various people posited as the person or persons behind the name. Though Nakamoto's name is Japanese, and inscribed as a man living in Japan,[8] most of the speculation has involved software and cryptography experts in the United States or Europe.'''
+
+# 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="Text Summarizer",
+                    description="This application will be used to summarise the text")
+demo.launch()