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Update app.py
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app.py
CHANGED
@@ -3,16 +3,16 @@ import gradio as gr
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# Pipeline
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# Translate from Japanese to English
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translator_ja_to_en = pipeline("translation_ja_to_en", model="japanese-denim/nllb-finetuned-naga-to-eng")
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# Summerize from English to English
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# summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
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summarizer = pipeline("summarization", model="google/pegasus-large")
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# Translate from English to Japanese
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translator_en_to_ja = pipeline("translation_en_to_ja", model="ZenXir/marian-finetuned-kde4-en-to-ja")
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maxlength = 500
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@@ -25,10 +25,10 @@ def summarize_and_translate(text):
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translated_text_to_en = translator_ja_to_en(text, max_length=maxlength+500)[0]['translation_text']
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# Summerize from English to English
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summary_in_en = summarizer(translated_text_to_en, min_length=
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# Translate from English to Japanese
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summary_in_ja = translator_en_to_ja(summary_in_en, max_length=
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# summary_in_ja = re.sub(r'\s+', ' ', summary_in_ja).strip()
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# Pipeline
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# Translate from Japanese to English
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translator_ja_to_en = pipeline("translation_ja_to_en", model="Helsinki-NLP/opus-mt-ja-en")
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# translator_ja_to_en = pipeline("translation_ja_to_en", model="japanese-denim/nllb-finetuned-naga-to-eng")
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# Summerize from English to English
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# summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
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summarizer = pipeline("summarization", model="google/pegasus-large")
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# Translate from English to Japanese
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translator_en_to_ja = pipeline("translation_en_to_ja", model="Helsinki-NLP/opus-tatoeba-en-ja")
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# translator_en_to_ja = pipeline("translation_en_to_ja", model="ZenXir/marian-finetuned-kde4-en-to-ja")
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maxlength = 500
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translated_text_to_en = translator_ja_to_en(text, max_length=maxlength+500)[0]['translation_text']
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# Summerize from English to English
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summary_in_en = summarizer(translated_text_to_en, min_length=50, max_length=200)[0]['summary_text']
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# Translate from English to Japanese
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summary_in_ja = translator_en_to_ja(summary_in_en, max_length=100)[0]['translation_text']
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# summary_in_ja = re.sub(r'\s+', ' ', summary_in_ja).strip()
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