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81ddc22
1
Parent(s):
cac43d6
Rework for summarization application
Browse files
app.py
CHANGED
@@ -1,7 +1,19 @@
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import gradio as gr
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def greet(name):
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return "Hello " + name + "!!"
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iface.launch()
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import gradio as gr
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from transformers import pipeline
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def summarize(post):
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detector = pipeline(
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"text-classification", model="papluca/xlm-roberta-base-language-detection"
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)
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lang_results = detector(post)
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if (detected_lang := lang_results[0]["label"]) == "en":
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summarizer_model_name = "papluca/xlm-roberta-base-language-detection"
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elif detected_lang == "es":
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summarizer_model_name = "ELiRF/mbart-large-cc25-dacsa-es"
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pipe = pipeline("summarization", model=summarizer_model_name)
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return pipe(post)[0]["summary_text"]
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iface = gr.Interface(fn=summarize, inputs="text", outputs="text")
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iface.launch()
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