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๊ธฐ๋ก = ์„ฑ์žฅ

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23.03.31 (Fri)

ChatGPT ์•„๋ฌด๋‚˜ ๋งŒ๋“ค์ž
TestingLLM/ChatGPT_NER.ipynb at main ยท ritun16/TestingLLM
Contribute to ritun16/TestingLLM development by creating an account on GitHub.
NER ๋ฐ์ดํ„ฐ๋ฅผ ChatGPT๋กœ ๋งŒ๋“ค๊ธฐ
Trends in AIโ€Šโ€”โ€ŠMarch 2023
LLaMA from Meta, an embodied PALM-E model from Google, and Consistency Models, and new OpenAI API endpoints plus a juicy pricing forโ€ฆ
Introduction to Reinforcement Learning with Human Feedback
Learn about reinforcement learning with human feedback (RLHF) โ€” a new technique for training large language models that has been behind many of the major advances in OpenAIโ€™s ChatGPT and InstructGPT LLMs, DeepMindโ€™s Sparrow, Anthropicโ€™s Claude, and more.
GitHub - microsoft/JARVIS: JARVIS, a system to connect LLMs with ML community
JARVIS, a system to connect LLMs with ML community - GitHub - microsoft/JARVIS: JARVIS, a system to connect LLMs with ML community
Huggingface + ChatGPT, ์ž๊ธฐ ๋ฐ์ดํ„ฐ ์—†๋Š” AI ํšŒ์‚ฌ๋“ค์€ ๋‹ค ์ฃฝ์„๋“ฏ
GitHub - Kent0n-Li/ChatDoctor
Contribute to Kent0n-Li/ChatDoctor development by creating an account on GitHub.
์˜์‚ฌ ChatGPT
ColossalChat: An Open-Source Solution for Cloning ChatGPT With a Complete RLHF Pipeline
Large AI models and applications like ChatGPT and GPT-4 have become extremely popular worldwide, serving as a foundation for theโ€ฆ

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...

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