Duplicate from trituenhantaoio/ViNewsSum

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README.md

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+---
+title: ViNewsSum
+emoji: 🐨
+colorFrom: blue
+colorTo: purple
+sdk: gradio
+sdk_version: 3.0.12
+app_file: app.py
+pinned: false
+license: cc-by-4.0
+duplicated_from: trituenhantaoio/ViNewsSum
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces#reference

app.py

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+import gradio as gr
+from gradio.mix import Parallel, Series
+
+from transformers import pipeline
+
+summarizer = pipeline("summarization", model="VietAI/vit5-large-vietnews-summarization")
+
+ 
+def summarize(inp):
+    text = "vietnews: " + inp + " </s>"
+    res = summarizer(
+        text,
+        max_length=256,
+        early_stopping=True,
+    )[0]['summary_text']
+    return res
+
+
+
+sample_url = [['VietAI là tổ chức phi lợi nhuận với sứ mệnh ươm mầm tài năng về trí tuệ nhân tạo và xây dựng một cộng đồng các chuyên gia trong lĩnh vực trí tuệ nhân tạo đẳng cấp quốc tế tại Việt Nam.'],
+]
+
+article = "<p style='text-align: center'><a href='https://vietai.org' target='_blank'>by VietAI Research</a> | <a href='https://github.com/vietai/ViT5' target='_blank'>Github</a> | Contact: <a href='mailto:[email protected]' target='_blank'>Hieu Tran</a></p></center></p>"
+
+
+iface = gr.Interface(fn=summarize, 
+  inputs = gr.inputs.Textbox(
+      lines = 5,
+      label = 'Enter an article...'
+  ),
+  outputs = 'text',
+  title = 'Vi(etnamese)T5 Abstractive Summarization',
+  theme = 'grass',
+  layout = 'horizontal',
+  article=article,
+  examples=sample_url)
+
+iface.launch()
+
+  

requirements.txt

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+transformers
+sentencepiece
+tokenizers
+torch