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- ---
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- license: mit
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: mit
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+ language: ko
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+ tags:
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+ - klue
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+ - roberta
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+ - emotion-classification
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+ - sequence-classification
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+ - fine-tuned
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+ - korean
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+ - nlp
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+ metrics:
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+ - accuracy
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+ - f1
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+ - loss
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+ ---
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+
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+ # ๐Ÿ‡ฐ๐Ÿ‡ท ํ•œ๊ตญ์–ด ๊ฐ์ • ๋ถ„๋ฅ˜ ๋ชจ๋ธ (6๊ฐ€์ง€ ๋Œ€๋ถ„๋ฅ˜)
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+
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+ ## ๋ชจ๋ธ ๊ฐœ์š” (Model Overview)
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+
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+ ์ด ๋ชจ๋ธ์€ **ํ•œ๊ตญ์–ด '๊ฐ์„ฑ ๋Œ€ํ™” ๋ง๋ญ‰์น˜'** ๋ฐ์ดํ„ฐ๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ **`klue/roberta-base`**๋ฅผ ๋ฏธ์„ธ ์กฐ์ •(Fine-tuning)ํ•˜์—ฌ ๊ตฌ์ถ•๋œ ํ…์ŠคํŠธ ๊ธฐ๋ฐ˜ ๊ฐ์ • ๋ถ„๋ฅ˜ ๋ชจ๋ธ์ž…๋‹ˆ๋‹ค. ์‚ฌ์šฉ์ž์˜ ์ผ๊ธฐ๋‚˜ ๋Œ€ํ™” ํ…์ŠคํŠธ์—์„œ 6๊ฐ€์ง€ ์ฃผ์š” ๊ฐ์ • ์ค‘ ํ•˜๋‚˜๋ฅผ ์˜ˆ์ธกํ•˜๋Š” ๋ฐ ํŠนํ™”๋˜์–ด ์žˆ์Šต๋‹ˆ๋‹ค.
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+
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+ ### ๊ธฐ๋ฐ˜ ๋ชจ๋ธ (Base Model)
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+ * **`klue/roberta-base`**: ํ•œ๊ตญ์–ด ์ž์—ฐ์–ด ์ฒ˜๋ฆฌ(NLP) ์„ฑ๋Šฅ์„ ์œ„ํ•ด ๋Œ€๊ทœ๋ชจ๋กœ ์‚ฌ์ „ ํ•™์Šต๋œ ๊ฐ•๋ ฅํ•œ Transformer ๊ธฐ๋ฐ˜ ๋ชจ๋ธ์ž…๋‹ˆ๋‹ค.
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+
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+ ### ๊ฐ์ • ํด๋ž˜์Šค (6 Classes)
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+ ๋ณธ ๋ชจ๋ธ์€ E์ฝ”๋“œ ์ฒด๊ณ„๋ฅผ 6๊ฐ€์ง€ ๋Œ€๋ถ„๋ฅ˜ ๊ฐ์ •์œผ๋กœ ๋งคํ•‘ํ•˜์—ฌ ์‚ฌ์šฉํ•ฉ๋‹ˆ๋‹ค:
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+ * **๋ถ„๋…ธ (Anger)**
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+ * **์Šฌํ”” (Sadness)**
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+ * **๋ถˆ์•ˆ (Anxiety)**
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+ * **์ƒ์ฒ˜ (Hurt)**
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+ * **๋‹นํ™ฉ (Embarrassment)**
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+ * **๊ธฐ์จ (Joy)**
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+
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+ ---
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+
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+ ## ๐Ÿ’ป ์‚ฌ์šฉ ๋ฐฉ๋ฒ• (How to Use)
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+
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+ Hugging Face `transformers` ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ์˜ `pipeline`์„ ์‚ฌ์šฉํ•˜์—ฌ ๋ชจ๋ธ์„ ์‰ฝ๊ฒŒ ๋กœ๋“œํ•˜๊ณ  ์ถ”๋ก ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
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+
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+ ### ์„ค์น˜
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+
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+ ```bash
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+ pip install transformers torch