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  license: apache-2.0
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+ language:
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+ - ko
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+ tags:
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+ - pytorch
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+ - causal-lm
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  license: apache-2.0
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  ---
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+ # Polylglot-Ko-Medical-5.8b
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+
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+ polyglot-ko-medical์€ [polyglot-ko](https://github.com/EleutherAI/polyglot)๋ฅผ ๊ธฐ๋ฐ˜์œผ๋กœ ์˜๋ฃŒ ๋ถ„์•ผ์˜ ํ•œ๊ธ€ raw ๋ฐ์ดํ„ฐ๋ฅผ ํ•™์Šต์‹œํ‚จ ๊ธฐ๋ฐ˜ ๋ชจ๋ธ์ž…๋‹ˆ๋‹ค.
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+
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+ ## ํ•™์Šต ๋ฐ์ดํ„ฐ
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+ polylglot-ko-medical์€ ์•ฝ 400MB์˜ ์˜๋ฃŒ ๋ถ„์•ผ ํ•œ๊ธ€ ๋ง๋ญ‰์น˜๋กœ ํ•™์Šต๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ์ฃผ์š” ๋ฐ์ดํ„ฐ์…‹๋Š” ๋‹ค์Œ๊ณผ ๊ฐ™์Šต๋‹ˆ๋‹ค.
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+ | Source |Size (MB) | Link |
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+ |----------------------------------|---------|------------------------------------------|
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+ | AIHub ์˜๋ฃŒ, ๋ฒ•๋ฅ  ์ „๋ฌธ ์„œ์  ๋ง๋ญ‰์น˜ | 351.0 | aihub.or.kr |
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+ | AIHub ์ „๋ฌธ๋ถ„์•ผ ํ•œ์˜ ๋ง๋ญ‰์น˜ | 63.4 | aihub.or.kr|
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+ | ์งˆ๋ณ‘๊ด€๋ฆฌ์ฒญ ๊ตญ๊ฐ€๊ฑด๊ฐ•์ •๋ณดํฌํ„ธ | 8.33 | health.kdca.go.kr |
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+ | ๋ณด๊ฑด๋ณต์ง€๋ถ€ ๊ตญ๊ฐ€์ •์‹ ๊ฑด๊ฐ•์ •๋ณดํฌํ„ธ | < 1.0 | mentalhealth.go.kr/ |
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+
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+ ## ํ•™์Šต ๊ณผ์ •
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+ polylglot-ko-medical-5.8b๋Š” [EleutherAI/polyglot-ko-5.8b](https://huggingface.co/EleutherAI/polyglot-ko-5.8b)์—์„œ qlora๋กœ ์ถ”๊ฐ€ ํ•™์Šต๋˜์—ˆ์Šต๋‹ˆ๋‹ค.
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+
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+ - lora_alpha: 32
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+ - lora_dropout: 0.05
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+ - lora_r: 8
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+ - target_modules: query_key_value
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+ - epoch: 3
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+ - learning_rate: 3e-4