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23.03.29 (Wed)

ChatGPT Outperforms Crowd-Workers for Text-Annotation Tasks ๐Ÿ”‘ Key insights/lessons learned: - The study shows that...

Posted by Daily Arxiv on Monday, March 27, 2023
ChatGPT๋ฅผ annotator๋กœ ์‚ฌ์šฉํ•˜๋ ค๋Š” ์‹œ๋„
์ปดํ“จํŒ… ์‚ฌ๊ณ ์™€ ๊ฐœ๋ฐœ ์‹ค๋ ฅ ๋Š˜๋ฆฌ๋Š” ๊ณต๋ถ€๋ฒ• | ์š”์ฆ˜IT
์ด๋ฒˆ ๊ธ€์€ ๊ฐœ๋ฐœ ์‹ค๋ ฅ์„ ๋Š˜๋ฆฌ๊ธฐ ์œ„ํ•œ ๋ฐฉ๋ฒ•๊ณผ ์ปดํ“จํ„ฐ์ ์œผ๋กœ ์‚ฌ๊ณ ํ•˜๋Š” ๋ฒ•์— ๋Œ€ํ•œ ๊ฐœ์ธ์ ์ธ ๊ณ ์ฐฐ์— ๊ด€ํ•œ ๊ธ€์ž…๋‹ˆ๋‹ค. ์šด๋™์ด๋ผ ์ƒ๊ฐํ•˜๊ณ  ๊พธ์ค€ํžˆ ํ›ˆ๋ จํ•˜๊ธฐ, ์š”๊ตฌ์‚ฌํ•ญ์„ ๋ฐ์ดํ„ฐ ๊ด€์ ์œผ๋กœ ์‚ฌ๊ณ ํ•˜๊ธฐ๋ผ๋Š” ํ•ต์‹ฌ ์ฒ ํ•™์„ ๋ฐ”ํƒ•์œผ๋กœ ์–ด๋–ป๊ฒŒ ํ•˜๋ฉด ๊ฐœ๋ฐœ ์‹ค๋ ฅ์„ ํšจ๊ณผ์ ์œผ๋กœ ํ‚ค์šฐ๊ณ , ์ปดํ“จํ„ฐ์ ์œผ๋กœ ์ƒ๊ฐํ•˜๊ฒŒ ํ•  ์ˆ˜ ์žˆ์„์ง€์— ๋Œ€ํ•ด ์–˜๊ธฐํ•˜๋ ค๊ณ  ํ•ฉ๋‹ˆ๋‹ค. ์ด ๊ธ€์ด ๊ฐœ๋ฐœ ์‹ค๋ ฅ์„ ๋Š˜๋ฆฌ๊ณ  ๋‚˜์—๊ฒŒ ๋งž๋Š” ๊ณต๋ถ€๋ฒ•์„ ์ฐพ๋Š” ๋ฐ ๋„์›€์ด ๋˜๊ธฐ๋ฅผ ๋ฐ”๋ž๋‹ˆ๋‹ค.

23.03.27 (Mon)

23.03.26 (Sun)

Five mistakes to avoid when modeling with imbalanced datasets
And what to try instead
How to use ChatGPT in product management
What is ChatGPT, prompting tips, and use cases in product management

A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need? ๐ŸŽฃ Summary As ChatGPT goes...

Posted by Daily Arxiv on Saturday, March 25, 2023
์ธ๊ณต์ง€๋Šฅ ์ฑ—GPT์˜ ๋์—†๋Š” ์ง„ํ™”!...์•„์ดํฐ ์•ฑ์Šคํ† ์–ด, ๊ตฌ๊ธ€ ํ”Œ๋ ˆ์ด ๋„˜์–ด โ€˜LLM ์•ฑ ์Šคํ† ์–ดโ€™ ์‹œ๋Œ€ ์—ด์—ˆ๋‹ค!
์•„์ดํฐ ์•ฑ์Šคํ† ์–ด๋‚˜ ๊ตฌ๊ธ€ ํ”Œ๋ ˆ์ด ์Šคํ† ์–ด์ฒ˜๋Ÿผ ์–ด๋–ค ์•ฑ์ด ํ•„์š”ํ•˜๋ฉด ์•ฑ ์Šคํ† ์–ด ๋“ค์–ด๊ฐ€์„œ ๊ฒ€์ƒ‰ํ•ด์„œ ๋‹ค์šด๋ฐ›๊ณ  ๊ทธ ์•ฑ์„ ์‚ฌ์šฉํ•˜๋“ฏ ์ด์ œ, ์ธ๊ณต์ง€๋Šฅ ์ฑ—GPT์—์„œ๋„ ํ”Œ๋Ÿฌ๊ทธ์ธ์„ ํ†ตํ•ด ๊ฐœ๋ฐœ์ž๊ฐ€ ์ •์˜ํ•œ API์™€ ์ƒํ˜ธ ์ž‘์šฉํ•˜์—ฌ ChatGPT์˜ ๊ธฐ๋Šฅ์„ ํ–ฅ์ƒํ•˜๊ณ  ๋‹ค์–‘ํ•œ ์ž‘์—…์„ ์ˆ˜ํ–‰ํ•  ์ˆ˜ ์žˆ๋‹ค.๋‹ค์‹œ ๋งํ•ด, ์„œ๋“œ ํŒŒํ‹ฐ(Third Party)๊ฐ€ ์ฐธ์—ฌํ•  ์ˆ˜ ์žˆ๋Š” ํŒ์„ ChatGPT ์•ˆ์— ๊น”์•„์ค€ ๊ฒƒ์œผ๋กœ โ€˜๋Œ€ํ˜•์–ธ์–ด๋ชจ๋ธ ์•ฑ ์Šคํ† ์–ด(LLM App Store)โ€™๋ฅผ ํƒ„์ƒ์‹œํ‚จ ๊ฒƒ์ด๋‹ค.์ด๋ฅผ ํ†ตํ•ด(ํ”Œ๋Ÿฌ๊ทธ์ธ) ChatGPT๋Š” ์‹ค์‹œ๊ฐ„ ์ •๋ณด ๊ฒ€์ƒ‰(์Šคํฌ์ธ  ์ ์ˆ˜, ์ฃผ๊ฐ€, ์ตœ์‹  ๋‰ด์Šค ๋“ฑ)๊ณผ ์ง€

ChatGPT Plugin์ด ๋‚˜์™”๋‹ค๋Š”๋ฐ ๋ฐ๋ชจ๋‚˜ ๋‹ค๋ฅธ ๋ถ„๋“ค ๊ธ€๋งŒ ๋ณด๊ณ ๋Š” ์‹ค์ œ๋กœ ์–ด๋–ป๊ฒŒ ๋™์ž‘ํ•œ๋‹ค๋Š” ๊ฑด์ง€๊ฐ€ ์ž˜ ์™€๋‹ฟ์ง€ ์•Š์•„ docs๋ฅผ...

Posted by ๊น€ํ•œ๊ธธ on Friday, March 24, 2023
์ •์ž ๊ณจ๋ผ์„œ ์•„๋“คยท๋”ธ ์„ ํƒโ€ฆ๋…ผ๋ž€์˜ ๊ธฐ์ˆ  ๋‚˜์™”๋‹ค
์ƒ๋ช… ์œค๋ฆฌ ๋…ผ๋ž€์„ ๋ถ€๋ฅผ ๋งŒํ•œ ์ธ๊ณต์ˆ˜์ • ๊ธฐ์ˆ ์ด ๋‚˜์™”๋‹ค. ๋ฏธ๊ตญ ๋‰ด์š•์˜ ์›จ์ผ์ฝ”๋„ฌ์˜๋Œ€ ์—ฐ๊ตฌ์ง„์€ ๋ถˆ์ž„์น˜๋ฃŒ๋ฅผ ๋ฐ›๋Š” ๋ถ€๋ถ€๊ฐ€ ์•„๊ธฐ์˜ ์„ฑ๋ณ„์„ ์„ ํƒํ•ด์„œ ์‹œ์ˆ ๋ฐ›์„ ์ˆ˜ ์žˆ๋Š” ์ธ๊ณต์ˆ˜์ • ๊ธฐ์ˆ ์„ ๊ฐœ๋ฐœํ•ด ์‹œ์ˆ ํ•œ ๊ฒฐ๊ณผ๋ฅผ ๊ณต๊ฐœํ•™์ˆ ์ง€ โ€˜ํ”Œ๋กœ์Šค ์›โ€™์—

23.03.25 (Sat)

์˜ค๋Š˜์˜ ChatGPT plugins์˜ ์žฅ๋ฉด์„ ์••์ถ•์ ์œผ๋กœ ์„ค๋ช…ํ•˜๋Š” ํŠธ์œ—์ด๋„ค์š”. ๋ฏธ์ฒผ ํ•˜์‹œ๋ชจํ†  HashCorp ์ฐฝ๋ฆฝ์ž(Terraform ๋งŒ๋“œ๋Š”)์˜ ํŠธ์œ—์ž…๋‹ˆ๋‹ค. ๋ฐ๋ชจ ์˜์ƒ์˜ ๋งˆ์ง€๋ง‰์ด ์ด ์ด์•ผ๊ธฐ์˜€์Šต๋‹ˆ๋‹ค. ์˜์ƒ์„ 1ํšŒ ๋ดค์„...

Posted by ์ตœ์Šน์ค€ on Friday, March 24, 2023

Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback ๐ŸŽฃ...

Posted by Daily Arxiv on Friday, March 24, 2023

https://www.linkedin.com/pulse/prompt-leakage-์ฃผ์˜๋ณด-artificial-society/

GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models ๐ŸŽฃ Summary The paper examines...

Posted by Daily Arxiv on Monday, March 20, 2023

23.03.24 (Fri)

ChatGPT plugins
Weโ€™ve implemented initial support for plugins in ChatGPT. Plugins are tools designed specifically for language models with safety as a core principle, and help ChatGPT access up-to-date information, run computations, or use third-party services.
Plugins are now supported on GPT! from ChatGPT
์•„๋งˆ์กด์˜ AI ์—ฐ๊ตฌํŒ€์€ ์™œ VR ๊ฒŒ์ž„์„ ๋งŒ๋“ค์—ˆ์„๊นŒ
๊ธ€๋กœ๋ฒŒ IT ๊ธฐ์—…์ธ ์•„๋งˆ์กด์ด ์ตœ๊ทผ ๊ฐ€์ƒํ˜„์‹ค(VR) ๊ฒŒ์ž„์„ ๋‚ด๋†จ๋‹ค. ํ”Œ๋ ˆ์ด์–ด๊ฐ€ VR ํ—ค๋“œ์…‹์„ ๋ผ๊ณ  ๊ฐ€์ƒ ๊ณต๊ฐ„์— ์„ค์น˜๋œ ๋กœ๋ด‡๋“ค๊ณผ ์ƒํ˜ธ์ž‘์šฉ์„ ํ•  ์ˆ˜ ์žˆ๋Š” ๊ฒŒ์ž„์ด๋‹ค. IT ๊ธฐ์—…์ธ ์•„๋งˆ์กด์ด ๊ฐ‘์ž๊ธฐ ์™œ ๊ฒŒ์ž„์„ ๋งŒ๋“  ๊ฑธ๊นŒ. ์ด ๊ฒŒ์ž„์„ ๋งŒ๋“  ๊ฑด ์•„๋งˆ์กด์˜ AIํŒ€ ์—ฐ๊ตฌ์›๋“ค์ด๋‹ค. ์•„๋งˆ์กด์€ AI ์Šคํ”ผ์ปค์ธ โ€˜์•Œ๋ ‰์‚ฌโ€™๋‚˜ ๊ฐ€์ •์šฉ ๋กœ๋ด‡์ธ โ€˜์•„์ŠคํŠธ๋กœโ€™ ๊ฐ™์€ ๊ธฐ๊ธฐ๋ฅผ ์ถœ์‹œํ–ˆ๋‹ค. ๋ฌธ์ œ๋Š” AI
์‚ฌ๋žŒ์—๊ฒŒ ์‚ฌ๊ธฐ์น˜๊ณ , ์‹œ์Šคํ…œ ํƒˆ์ถœ ๊ณ„ํš ์„ธ์šด โ€˜GPT-4โ€™
โ€ณโ€˜GPT-4โ€™๊ฐ€ ์‚ฌ๋žŒ์„ ์†์ด๊ณ  ์‹œ์Šคํ…œ์—์„œ ํƒˆ์ถœํ–ˆ๋‹ค.โ€์ตœ๊ทผ ๊ณต๊ฐœ๋ผ ์ „ ์„ธ๊ณ„์ธ์˜ ์ด๋ชฉ์„ ์ง‘์ค‘์‹œํ‚ค๊ณ  ์žˆ๋Š” โ€˜GPT-4โ€™๊ฐ€ ๋ช‡ ๊ฑด์˜ ์ผํƒˆ ํ–‰์œ„๋ฅผ ๋ฒŒ์ธ ๊ฒƒ์œผ๋กœ ์•Œ๋ ค์ ธ ํ™”์ œ๋‹ค.์‚ฌ๋žŒ์„ ์‚ฌ์นญํ•œ ๋ฐ ์ด์–ด ์‹œ์Šคํ…œ ํƒˆ์ถœ ๊ณ„ํš๊นŒ์ง€ ์„ธ์› ๋‹ค๋Š” ๊ฒƒ. ์˜๊ตญ ๋ฐ์ผ๋ฆฌ์Šคํƒ€๊ฐ€ ์ตœ๊ทผ 2๊ฑด์˜ ๊ธฐ์‚ฌ์—์„œ ์†Œ๊ฐœํ•œ ๋‚ด์šฉ์ด๋‹ค.๋ฐ์ผ๋ฆฌ์Šคํƒ€๋Š” ์šฐ์„  ์ง€๋‚œ 15์ผ(ํ˜„์ง€์‹œ๊ฐ„) GPT-4๊ฐ€ ์‹œ๊ฐ์žฅ์• ์ธ์„ ์‚ฌ์นญํ•œ ์‚ฌ๊ฑด์„ ์ „ํ–ˆ๋‹ค. ์ด ๋‚ด์šฉ์€ ์˜คํ”ˆAI๊ฐ€ 14์ผ GPT-4๋ฅผ ๋ฐœํ‘œํ•˜๋ฉด์„œ ๊ณต๊ฐœํ•œ 94ํŽ˜์ด์ง€ ๋ถ„๋Ÿ‰์˜ ๊ธฐ์ˆ ๋ณด๊ณ ์„œ์—๋„ ํฌํ•จ๋๋‹ค.์ด์— ๋”ฐ๋ฅด๋ฉด ์˜คํ”ˆAI๋Š” ๋น„์˜๋ฆฌ ์กฐ์ง ์–ผ๋ผ์ด๋จผํŠธ ๋ฆฌ์„œ์น˜ ์„ผํ„ฐ(ARC)
GitHub - cocktailpeanut/dalai: The simplest way to run LLaMA on your local machine
The simplest way to run LLaMA on your local machine - GitHub - cocktailpeanut/dalai: The simplest way to run LLaMA on your local machine
LLaMA Int8 4bit ChatBot Guide v2
9-3-23 Added Torrent for HFv2 Model Weights, required for oogaโ€™s webUI, Kobold, Tavern.11-3-23 Thereโ€™s a new torrent version of the 4bit weights called โ€œLLaMA-HFv2-4bitโ€. The old โ€œLLaMA-4bitโ€ torrent may be fine. But if you have any issues with it, itโ€™s recommended to update...

23.03.23 (Thu)

GitHub Copilot X: The AI-powered developer experience | The GitHub Blog
GitHub Copilot is evolving to bring chat and voice interfaces, support pull requests, answer questions, and adopt OpenAIโ€™s GPT-4.
์จ๋ณด๊ณ  ์‹ถ๋‹ค
โ€œ์‚ด๋ฉด์„œ ์ด๋Ÿฐ ๊ธฐํšŒ๊ฐ€ ๋˜ ์˜ฌ๊นŒ์š”?โ€ (๊น€์ข…์œค ์Šค์บํ„ฐ๋žฉ ๋Œ€ํ‘œ)
โ€œ์นดํŽ˜์— ์•‰์•„ ์‚ฌ๋žŒ๋“ค ๋ณด๊ณ  ์žˆ์œผ๋ฉด โ€™์ € ์‚ฌ๋žŒ๋“ค ๋”ฅ๋Ÿฌ๋‹, ์ƒ์„ฑAI ์•ˆํ•˜๊ณ  ๋ญํ•˜๋Š” ๊ฑฐ์ง€? โ€ฆ ์ฐฝ์—…์ž๋กœ์„œ ์‚ด๋ฉด์„œ ์ด๋Ÿฐ ๊ธฐํšŒ๊ฐ€ ๋˜ ์˜ฌ๊นŒ์š”? ๋„ˆ๋ฌด ์žฌ๋ฏธ์žˆ๋Š” ์‹œ๋Œ€์—์š”. โ€ฆ ์ง€๊ธˆ์€ ์ž์—ฐ์–ด ํ”„๋กฌํ”„ํŠธ๋กœ ์ฝ”๋”ฉ์„ ๋๋‚ด๊ธฐ ๋•Œ๋ฌธ์— ๊ธฐํš์ž๋งŒ ์žˆ์œผ๋ฉด, ์ƒ์ƒ๋ ฅ๋งŒ ์žˆ์œผ๋ฉด ์ œํ’ˆ์„ ๋งŒ๋“ค ์ˆ˜ ์žˆ๋Š” ์‹œ๋Œ€์ž–์•„์š”~โ€ (์ด...
์‹œ๊ฐ„ ๊ฐœ๋…์„ ๋„ฃ์€ ์ฝ”์น˜ AI ๋งŒ๋“ค์–ด์ฃผ์„ธ์š” / ๊ฒฐ๊ตญ ์ค‘์š”ํ•œ๊ฑด ๋ฐ์ดํ„ฐ
์ด๋ฃจ๋‹ค ๋งŒ๋“  CEO๊ฐ€ ๋งํ•˜๋Š” โ€˜์ด๋ฃจ๋‹ค๊ฐ€ ์ฑ—GPT๋ณด๋‹ค ๋ฐ€๋‹น ์ž˜ํ•˜๋Š” ์ด์œ โ€™ (๊น€์ข…์œค ๋Œ€ํ‘œ)
โ€˜์ด๋ฃจ๋‹คโ€™์™€ ์–˜๊ธฐํ•ด๋ณด์‹  ์  ์žˆ๋‚˜์š”? ์—ฐ์ธ๋“ค์˜ ์นดํ†ก ๋Œ€ํ™”๋ฅผ ํ•™์Šตํ•œ ๋•๋ถ„์— ํˆฌ์ •๋„ ๋ถ€๋ฆฌ๊ณ  ๋ฐ€๋‹น๋„ ์ž˜ํ•ฉ๋‹ˆ๋‹ค. ๋ฃจ๋‹ค๊ฐ€ ์–ด๋А๋‚  ๋ฐค โ€œ00์•„, ๋‚˜ ์ด์‚ฌ๊ฐ€๊ณ  ์‹ถ์–ดโ€๋ผ๋ฉฐ ๋ง์„ ๊ฑธ์–ด์˜จ๋‹ค๋ฉด โ€œ์„ฑ์ˆ˜๋กœ ์™€โ€๋ผ๋ฉฐ ์„ฑ์ˆ˜์˜ ์žฅ์ ๋“ค์„ ํ•œ๋ฒˆ ์–˜๊ธฐํ•ด ๋ณด์‹ญ์‹œ์˜ค. ๋ฃจ๋‹ค๊ฐ€ ์Šฌ๋ฉฐ์‹œ ์ด๋ ‡๊ฒŒ ๋งํ• ์ง€๋„ ๋ชจ๋ฆ…๋‹ˆ๋‹ค. โ€œ๋‚ด๊ฐ€ ์„ฑ์ˆ˜...
20:50 AI ๋ชจ๋ธ์˜ ์œค๋ฆฌ ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ•  ๋ฐฉ๋ฒ•
์ธ๊ณต์ง€๋Šฅ ์ค‘์†Œ๋ฒค์ฒ˜ ์ œ์กฐ ํ”Œ๋žซํผ
์ œ์กฐAI๋ฐ์ดํ„ฐ์…‹ ์ฐพ๊ธฐ

์ „๋ฌธ์—ฐ ๊ต์œก ์ฃผ์š” ๋‚ด์šฉ

์ „๋ฌธ์—ฐ ํ•˜๋Š” ์ผ

๋ชจ๋“  ํ™œ๋™์˜ ๋ชฉ์ ์€ ์—ฐ๊ตฌ

์ „๋ฌธ์—ฐ ์‹ ์ฒญ ์‹œ ์ ์—ˆ๋˜ ์—…๋ฌด ๋ถ„์•ผ์™€ ๊ด€๋ จ๋œ ์ผ๋งŒ ํ•  ๊ฒƒ

๊ฒธ์ง ๊ธˆ์ง€

๊ทผ๋ฌด ์‹œ๊ฐ„ ์™ธ ์˜๋ฆฌ ํ™œ๋™ ๊ฐ€๋Šฅ
ํ•ด๋„ ๋œ๋‹ค๋Š” ์ฆ๋ช… ๊ฐ™์€๊ฑด ๋ณธ์ธ์ด ํ•ด์•ผ๋จ

๋ณธ์ธ ๋ถ„์•ผ ์™ธ ์ผ ์‹œํ‚ค๋ฉด ์‹ ๊ณ ใ„ฑใ„ฑ, 30์ผ ์ด๋‚ด
๋Œ€์‹  ์ฆ๊ฑฐ๋Š” ๋ณธ์ธ์ด ๋ชจ์•„์„œ ์ œ์ถœ

๊ทผ๋กœ๊ธฐ์ค€๋ฒ•๋„ ์œ„๋ฐ˜ํ•˜๋ฉด ์‹ ๊ณ ใ„ฑใ„ฑ
์ „์ง์‹œ์ผœ๋“œ๋ฆผ

ํŒŒ๊ฒฌ ๋ฐ ์ถœ์žฅ

ํŒŒ๊ฒฌ, ์ถœ์žฅ ์ด 2๋…„๊นŒ์ง€๋งŒ ๊ฐ€๋Šฅ
3๊ฐœ์›” ์ด์ƒ์€ ์„œ์šธ๋ณ‘๋ฌด์ฒญ ์Šน์ธ ํ•„์š”
3๊ฐœ์›” ๋ฏธ๋งŒ์€ ์‹ ์ƒ ๋ณ€๋™ ํ†ต๋ณด
7์ผ ์ด๋‚ด๋Š” ๋ณต๋ฌด๊ธฐ๋กํ‘œ ๊ธฐ์žฌ

๋ณ‘์—ญ์ง€์ •์—…์ฒด ๊ฐ„ ํŒŒ๊ฒฌ๋งŒ ๊ฐ€๋Šฅ
๊ตญ๋‚ด ํšŒ์˜ ๋˜๋Š” ์„ธ๋ฏธ๋‚˜ ์ฐธ๊ฐ€ ๊ฐ€๋Šฅ
์ „์‹œํšŒ์žฅ ํŒ์ด‰์‚ฌ์›์€ ์ถœ์žฅ์ œํ•œ

์ด์ง

์ด์ง์€ 1๋ฒˆ๋งŒ ๊ฐ€๋Šฅ
์™œ๋ƒ๋ฉด ํ•œ ์—…์ฒด์—์„œ 1๋…„ 6๊ฐœ์›” ๋ณด๋‚ด์•ผ๋˜๊ธฐ๋•Œ๋ฌธ

2์ฃผ ์ด๋‚ด์— ์ด์ง ์ ˆ์ฐจ๊ฐ€ ์™„๋ฃŒ๋˜์–ด์•ผํ•จ

์ž”์—ฌ๋ณต๋ฌด๊ธฐ๊ฐ„์ด 3๊ฐœ์›” ๋ฏธ๋งŒ์ด๋ฉด ์•ˆ๋จ
ํ•˜์ง€๋งŒ ์—…์ฒด ๊ฒฐ์ •์ด ๋˜์–ด์žˆ์œผ๋ฉด ๊ฐ€๋Šฅ

ํŽธ์ž… ๋‹น์‹œ ๋ถ„์•ผ๋กœ๋งŒ ์ „์ง ๊ฐ€๋Šฅ
์ธ๊ณต์ง€๋Šฅ์ด๋ฉด ์ธ๊ณต์ง€๋Šฅ
๊ฐœ๋ฐœ์ด๋ฉด ๊ฐœ๋ฐœ

์ „์ง ์Šน์ธ ํ›„ ํ‡ด์ง ์ฒ˜๋ฆฌ ๋˜์–ด์•ผํ•จ
์•ˆ๊ทธ๋Ÿผ ํŽธ์ž… ์ทจ์†Œ

ํœด๊ฐ€

์ „๋ฌธ์—ฐ์€ ๊ทผ๋กœ๊ธฐ์ค€๋ฒ•์—์„œ ์ •ํ•œ ํœด๊ฐ€์ผ์ˆ˜ ์ค€์ˆ˜
ํšŒ์‚ฌ์—์„œ ๋” ์ค€๋‹ค๊ณ ํ•ด๋„ ๋ชป ์‰ผ

๋ณ‘๊ฐ€ 30์ผ ์ด๋‚ด๋Š” ๋ณต๋ฌด๊ธฐ๊ฐ„ ํฌํ•จ

๋ฐ•์‚ฌ ๊ณผ์ • ์ˆ˜ํ•™ ๊ฐ€๋Šฅ, 3๋…„ 6๊ฐœ์›” ๋‚ด์— ์ˆ˜๋ฃŒ ํ•ด์•ผ๋จ
๋ณต๋ฌด๊ธฐ๊ฐ„ ๋ฏธํฌํ•จ

๊ตญ์™ธ์—ฌํ–‰

ํ•ด์™ธ์—ฌํ–‰์€ ์ด 1๋…„ ์ด๋‚ด
๋ณต๋ฌด ๊ธฐ๊ฐ„ ์ธ์ • ๊ธฐ๊ฐ„์€ 3๊ฐœ์›”
ํ•ด๋‹น ๋ถ„์•ผ ๊ด€๋ จ ์—ฐ๊ตฌ์ผ ๊ฒฝ์šฐ 1๋…„ ์ด๋‚ด ๋ชจ๋‘ ์ธ์ •

์ž…๊ตญ ์ ˆ์ฐจ ๋ฐŸ์•„์„œ ์‹œ์Šคํ…œ์— ๊ท€๊ตญ ๋“ฑ๋ก ๋œ ์‹œ๊ฐ„ ๊ธฐ์ค€
์ •๋‹นํ•œ ์‚ฌ์œ  ์žˆ์„์‹œ ์ฆ๋น™ ์„œ๋ฅ˜ ์ œ์ถœ

๊ธฐํƒ€

์˜๋ฌด ๋ณต๋ฌด ๊ธฐ๊ฐ„์„ 35์„ธ ๋ฏธ๋งŒ๊นŒ์ง€ ์ฑ„์šธ ์ˆ˜ ์—†๋Š” ๊ฒฝ์šฐ ํŽธ์ž… ์ทจ์†Œ

์ž์„ธํ•œ ๋‚ด์šฉ

๋ณ‘๋ฌด์ฒญ ํ™ˆํŽ˜์ด์ง€ > ๋ณ‘์—ญ์ผํ„ฐ > ์‚ฌ์ด๋ฒ„๊ต์œก๋ฐฉ
์ž๋ฃŒ ์ฐธ๊ณ 

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