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- ํ์ต ๋ฐฉ๋ฒ: LoRA (Low-Rank Adaptation)
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- ์ฃผ์ ํ์คํฌ: ํ๊ตญ์ด ์ง์์๋ต
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## ์ฌ์ฉ ๋ฐฉ๋ฒ
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๋ค์๊ณผ ๊ฐ์ด ๋ชจ๋ธ์ ๋ก๋ํ๊ณ ์ฌ์ฉํ ์ ์์ต๋๋ค:
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## ์ฐ๋ฝ์ฒ
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- https://github.com/nakjun
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## Code Repository
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- https://github.com/nakjun/Llama-3.2-1B-Instruct-Fine-Tuning
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- ํ์ต ๋ฐฉ๋ฒ: LoRA (Low-Rank Adaptation)
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- ์ฃผ์ ํ์คํฌ: ํ๊ตญ์ด ์ง์์๋ต
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## ๋ฒ์ ํ์คํ ๋ฆฌ
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### v1.0.0(2024-10-02)
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- ์ด๊ธฐ ๋ฒ์ ์
๋ก๋
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- KorQuAD v1.0 ๋ฐ์ดํฐ์
ํ์ธํ๋
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### v1.1.0(2024-10-30)
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- ๋ชจ๋ธ ํ๋กฌํํธ ๋ฐ ํ์ต ๋ฐฉ๋ฒ ๊ฐ์
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- KorQuAD evaluate ์ฝ๋ ์ ์ฉ
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## ์ฑ๋ฅ
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| ๋ชจ๋ธ | Exact Match | F1 Score |
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|------|-------------|----------|
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| Llama-3.2-1B-Instruct-v1 | 18.86 | 37.2 |
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| Llama-3.2-1B-Instruct-v2 | 36.07 | 59.03 |
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โป https://korquad.github.io/category/1.0_KOR.html์ evaluation script ์ฌ์ฉ
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## ์ฌ์ฉ ๋ฐฉ๋ฒ
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๋ค์๊ณผ ๊ฐ์ด ๋ชจ๋ธ์ ๋ก๋ํ๊ณ ์ฌ์ฉํ ์ ์์ต๋๋ค:
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```
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## ์ฐ๋ฝ์ฒ
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- https://github.com/nakjun
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