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Create app.py

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  1. app.py +14 -0
app.py ADDED
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+ from transformers import BertTokenizer, BertForSequenceClassification
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+ from fastai.text.all import Learner
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+
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+ # 1) KoBERT ํ† ํฌ๋‚˜์ด์ € ๋ถˆ๋Ÿฌ์˜ค๊ธฐ
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+ tokenizer = BertTokenizer.from_pretrained('monologg/kobert')
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+
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+ # 2) ๋ชจ๋ธ ์ •์˜ ๋ฐ fine-tune
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+ model = BertForSequenceClassification.from_pretrained('monologg/kobert', num_labels=len(categories))
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+ # ... (FastAI ๋ฐ์ดํ„ฐ๋ธ”๋ก & Trainer ์„ค์ •)
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+
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+ # 3) ํ•™์Šต ํ›„ ์ €์žฅ
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+ learn = Learner(dls, model, loss_func=CrossEntropyLossFlat(), metrics=accuracy)
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+ learn.fine_tune(3)
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+ learn.export('model_ko.pkl')