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+ ---
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+ license: cc-by-sa-4.0
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+ language:
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+ - ko
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+ tags:
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+ - motivational-interviewing
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+ - mi
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+ - chatbot
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+ - mental-health
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+ - korean
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+ - annomi
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+ - fine-tuned
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+ - llama
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+ - gguf
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+ datasets:
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+ - AnnoMI
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+ model-index:
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+ - name: MI-BLOSSOM (Korean Motivational Interviewing Chatbot)
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+ results: []
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+ ---
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+
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+ # ๐Ÿ’ฌ MI-BLOSSOM: Korean Motivational Interviewing Chatbot (AnnoMI-based)
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+
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+ ## ๐Ÿง  ๋ชจ๋ธ ๊ฐœ์š”
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+
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+ **MI-BLOSSOM**์€ Transtheoretical Model (TTM)์˜ **Contemplation ๋‹จ๊ณ„**๋ฅผ ์œ„ํ•œ
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+ **ํ•œ๊ตญ์–ด ๋™๊ธฐ๊ฐ•ํ™”๋ฉด๋‹ด(Motivational Interviewing, MI)** ์ฑ—๋ด‡ ๋ชจ๋ธ์ž…๋‹ˆ๋‹ค.
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+ ๋ณธ ๋ชจ๋ธ์€ **GPT ์ƒ์„ฑ ๋ฐ์ดํ„ฐ๋ฅผ ์‚ฌ์šฉํ•˜์ง€ ์•Š๊ณ **,
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+ **์‹ค์ œ ์ƒ๋‹ด ๋Œ€ํ™”๋ฅผ ๊ธฐ๋ฐ˜์œผ๋กœ ํ•œ ๊ณต๊ฐœ ๋ฐ์ดํ„ฐ์…‹์ธ [AnnoMI](https://github.com/RUCAIBox/AnnoMI)**๋งŒ์„ ์ด์šฉํ•ด ํ•™์Šต๋˜์—ˆ์Šต๋‹ˆ๋‹ค.
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+
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+ - โœ… ๋™๊ธฐ ํƒ์ƒ‰, ์–‘๊ฐ€๊ฐ์ • ํ•ด์†Œ, ๋ณ€ํ™”๋ฅผ ํ–ฅํ•œ ์งˆ๋ฌธ์— ์ตœ์ ํ™”
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+ - โœ… ์‹ค์ œ ์ƒ๋‹ด๊ฐ€ ๋ฐœํ™” ์œ ํ˜•(label: reflection, question ๋“ฑ)์— ๊ธฐ๋ฐ˜ํ•œ fine-tuning
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+ - โœ… GGUF ํฌ๋งท์œผ๋กœ llama.cpp ๋ฐ ๋‹ค์–‘ํ•œ ํ™˜๊ฒฝ์—์„œ ์‹คํ–‰ ๊ฐ€๋Šฅ
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+
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+ ---
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+
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+ ## ๐Ÿ—ƒ ๋ฐ์ดํ„ฐ ์ถœ์ฒ˜
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+
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+ - ๐Ÿ“š **AnnoMI Dataset (Wu et al., ICASSP 2022)**
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+ - ์‹ค์ œ ์ƒ๋‹ด ๋Œ€ํ™”์—์„œ ์ถ”์ถœ๋œ ๋‹ค์ค‘ํ„ด ์ฝ”ํผ์Šค
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+ - ์ƒ๋‹ด๊ฐ€ ๋ฐœํ™” ์œ ํ˜•: reflection, question ๋“ฑ
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+ - ๋‚ด๋‹ด์ž ์–ธ์–ด: change talk, sustain talk ๊ตฌ๋ถ„ ํฌํ•จ
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+ - ์›๋ฌธ ๋งํฌ: [https://github.com/RUCAIBox/AnnoMI](https://github.com/RUCAIBox/AnnoMI)
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+
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+ ---
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+
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+ ## ๐Ÿงพ ์‚ฌ์šฉ ๋ชฉ์ 
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+
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+ - ๐Ÿ”Ž ์‚ฌ์šฉ์ž์˜ ๋‚ด์  ๊ฐˆ๋“ฑ, ์ €ํ•ญ, ๋ชจํ˜ธํ•จ์„ ๋น„ํŒ๋‹จ์ ์œผ๋กœ ํƒ์ƒ‰
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+ - ๐Ÿ’ฌ ๋‚ด๋‹ด์ž์˜ **๋ณ€ํ™” ๋™๊ธฐ**๋ฅผ ์Šค์Šค๋กœ ๋ฐœ๊ฒฌํ•  ์ˆ˜ ์žˆ๋„๋ก ๋•๋Š” ์งˆ๋ฌธ ์œ ๋„
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+ - ๐Ÿ™ ์„ค๋“์ด ์•„๋‹Œ **๊ฒฝ์ฒญ๊ณผ ๋ฐ˜์˜ ์ค‘์‹ฌ**์˜ ์ƒ๋‹ด ๋Œ€ํ™” ๊ตฌํ˜„
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+
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+ ---
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+
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+ ## ๐Ÿ›  ๋ชจ๋ธ ์ •๋ณด
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+
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+ | ํ•ญ๋ชฉ | ์„ค๋ช… |
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+ |------------------|------|
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+ | Base model | llama-3-Korean-Bllossom-8B |
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+ | Fine-tuned on | AnnoMI ๋Œ€ํ™” ๋ฐ์ดํ„ฐ์…‹ |
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+ | Format | GGUF (`merged-mi-chat-q4_k_m.gguf`) |
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+ | Compatibility | llama.cpp, text-generation-webui, koboldcpp ๋“ฑ |
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+ | Tokenization | SentencePiece (ํ•œ๊ตญ์–ด BPE ๊ธฐ๋ฐ˜) |
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+
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+ ---
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+
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+ ## ๐Ÿ’ฌ ์˜ˆ์‹œ ๋Œ€ํ™”
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+
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+ ```plaintext
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+ [์‚ฌ์šฉ์ž] ํ•ด์•ผ ํ•œ๋‹ค๋Š” ๊ฑด ์•Œ์ง€๋งŒ, ์†”์งํžˆ ๊ท€์ฐฎ๊ณ  ์ž์‹ ๋„ ์—†์–ด์š”.
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+
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+ [์ฑ—๋ด‡] ๊ทธ๋Ÿฐ ๋งˆ์Œ์ด ๋“œ๋Š” ์ด์œ ๊ฐ€ ๋ถ„๋ช… ์žˆ์œผ์‹ค ๊ฒƒ ๊ฐ™์•„์š”.
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+ ๊ทธ๋Ÿผ์—๋„ ๋ถˆ๊ตฌํ•˜๊ณ  ์˜ˆ์ „์— ์Šค์Šค๋กœ ๋ณ€ํ™”์— ์„ฑ๊ณตํ–ˆ๋˜ ์ ์ด ์žˆ๋‹ค๋ฉด, ์–ด๋–ค ๊ฒฝํ—˜์ด ๋– ์˜ค๋ฅด์‹œ๋‚˜์š”?
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+ ```
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+
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+ ---
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+
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+ ## โš ๏ธ ์œ ์˜์‚ฌํ•ญ
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+
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+ - ๋ณธ ๋ชจ๋ธ์€ ์ „๋ฌธ ์‹ฌ๋ฆฌ์ƒ๋‹ด์„ ๋Œ€์ฒดํ•˜์ง€ ์•Š์œผ๋ฉฐ, ์—ฐ๊ตฌยท๊ต์œกยท๋น„์ƒ์—…์  ์‚ฌ์šฉ์„ ๊ถŒ์žฅํ•ฉ๋‹ˆ๋‹ค.
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+ - ํ•™์Šต ๋ฐ์ดํ„ฐ๋Š” ์‹ค์ œ ์ƒ๋‹ด ๋ฐœํ™” ๊ธฐ๋ฐ˜์ด์ง€๋งŒ, ์ถœ๋ ฅ ๊ฒฐ๊ณผ์— ๋Œ€ํ•œ ์ž„์ƒ์  ๊ฒ€ํ† ๋Š” ํฌํ•จ๋˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.
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+
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+ ---
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+
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+ ## ๐Ÿ‘ฉโ€๐Ÿ’ป ๊ฐœ๋ฐœ์ž ์ •๋ณด
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+
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+ - ์ด๋ฆ„: ์œค์†Œ์˜ (SoYoung Yun)
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+ - ์†Œ์†: ์„ฑ๊ท ๊ด€๋Œ€ํ•™๊ต (Sungkyunkwan University)
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+ - ์ด๋ฉ”์ผ: thdud041113@g.skku.edu
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+ - GitHub: [@yunsoyoung2004](https://github.com/yunsoyoung2004)
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+
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+ ---
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+
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+ > ๐Ÿง  *MI-BLOSSOM์€ ๋ณ€ํ™”์˜ ๊ฐ€๋Šฅ์„ฑ์„ ์‚ฌ์šฉ์ž์˜ ์–ธ์–ด ์†์—์„œ ๋ฐœ๊ฒฌํ•˜๋„๋ก ๋„์™€์ฃผ๋Š”
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+ > ํ•œ๊ตญ์–ด ๋™๊ธฐ๊ฐ•ํ™”๋ฉด๋‹ด(MI) ํŠนํ™” ์ฑ—๋ด‡ ๋ชจ๋ธ์ž…๋‹ˆ๋‹ค.*
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+ > AnnoMI ๊ธฐ๋ฐ˜์œผ๋กœ ์‹ ๋ขฐ์„ฑ๊ณผ ์ƒ๋‹ด ์ผ๊ด€์„ฑ์„ ํ™•๋ณดํ–ˆ์Šต๋‹ˆ๋‹ค.