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  - mdeberta
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  license: mit
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  ---
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- # mDeBERTa-v3-base-kor-further
 
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  ---
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- ์œ„ ํ”„๋กœ์ ํŠธ๋Š” **KPMG Lighthouse Korea**์—์„œ ์ง„ํ–‰ํ•œ ํ”„๋กœ์ ํŠธ์ž…๋‹ˆ๋‹ค. **KPMG Lighthouse Korea**์—์„œ๋Š”, Financial area์˜ ๋‹ค์–‘ํ•œ ๋ฌธ์ œ๋“ค์„ ํ•ด๊ฒฐํ•˜๊ธฐ ์œ„ํ•ด Edge Technology์˜ NLP/Vision AI๋ฅผ ๋ชจ๋ธ๋ง ํ•ฉ๋‹ˆ๋‹ค.
 
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  ## What is DeBERTa?
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  - [DeBERTa](https://arxiv.org/abs/2006.03654)๋Š” `Disentangled Attention` + `Enhanced Mask Decoder` ๋ฅผ ์ ์šฉํ•˜์—ฌ ๋‹จ์–ด์˜ positional information์„ ํšจ๊ณผ์ ์œผ๋กœ ํ•™์Šตํ•ฉ๋‹ˆ๋‹ค. ์ด์™€ ๊ฐ™์€ ์•„์ด๋””์–ด๋ฅผ ํ†ตํ•ด, ๊ธฐ์กด์˜ BERT, RoBERTa์—์„œ ์‚ฌ์šฉํ–ˆ๋˜ absolute position embedding๊ณผ๋Š” ๋‹ฌ๋ฆฌ DeBERTa๋Š” ๋‹จ์–ด์˜ ์ƒ๋Œ€์ ์ธ ์œ„์น˜ ์ •๋ณด๋ฅผ ํ•™์Šต ๊ฐ€๋Šฅํ•œ ๋ฒกํ„ฐ๋กœ ํ‘œํ˜„ํ•˜์—ฌ ๋ชจ๋ธ์„ ํ•™์Šตํ•˜๊ฒŒ ๋ฉ๋‹ˆ๋‹ค. ๊ฒฐ๊ณผ์ ์œผ๋กœ, BERT, RoBERTA ์™€ ๋น„๊ตํ–ˆ์„ ๋•Œ ๋” ์ค€์ˆ˜ํ•œ ์„ฑ๋Šฅ์„ ๋ณด์—ฌ์ฃผ์—ˆ์Šต๋‹ˆ๋‹ค.
 
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  - mdeberta
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  license: mit
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  ---
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+
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+ ์•„๋ž˜ ํ”„๋กœ์ ํŠธ๋Š” **KPMG Lighthouse Korea**์—์„œ ์ง„ํ–‰ํ•œ ํ”„๋กœ์ ํŠธ์ž…๋‹ˆ๋‹ค. **KPMG Lighthouse Korea**์—์„œ๋Š”, Financial area์˜ ๋‹ค์–‘ํ•œ ๋ฌธ์ œ๋“ค์„ ํ•ด๊ฒฐํ•˜๊ธฐ ์œ„ํ•ด Edge Technology์˜ NLP/Vision AI๋ฅผ ๋ชจ๋ธ๋งํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.
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  ---
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+
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+ # mDeBERTa-v3-base-kor-further
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  ## What is DeBERTa?
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  - [DeBERTa](https://arxiv.org/abs/2006.03654)๋Š” `Disentangled Attention` + `Enhanced Mask Decoder` ๋ฅผ ์ ์šฉํ•˜์—ฌ ๋‹จ์–ด์˜ positional information์„ ํšจ๊ณผ์ ์œผ๋กœ ํ•™์Šตํ•ฉ๋‹ˆ๋‹ค. ์ด์™€ ๊ฐ™์€ ์•„์ด๋””์–ด๋ฅผ ํ†ตํ•ด, ๊ธฐ์กด์˜ BERT, RoBERTa์—์„œ ์‚ฌ์šฉํ–ˆ๋˜ absolute position embedding๊ณผ๋Š” ๋‹ฌ๋ฆฌ DeBERTa๋Š” ๋‹จ์–ด์˜ ์ƒ๋Œ€์ ์ธ ์œ„์น˜ ์ •๋ณด๋ฅผ ํ•™์Šต ๊ฐ€๋Šฅํ•œ ๋ฒกํ„ฐ๋กœ ํ‘œํ˜„ํ•˜์—ฌ ๋ชจ๋ธ์„ ํ•™์Šตํ•˜๊ฒŒ ๋ฉ๋‹ˆ๋‹ค. ๊ฒฐ๊ณผ์ ์œผ๋กœ, BERT, RoBERTA ์™€ ๋น„๊ตํ–ˆ์„ ๋•Œ ๋” ์ค€์ˆ˜ํ•œ ์„ฑ๋Šฅ์„ ๋ณด์—ฌ์ฃผ์—ˆ์Šต๋‹ˆ๋‹ค.