Yoon Baek
@L0Z1K
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Product Engineer of Moonlight | Crypto CTF-er
Seoul, Republic of Korea
Joined April 2022
I made "Awesome LLM Security" repo for providing a curation of awesome tools, documents and projects about LLM Security. Let's make LLM secure together! https://t.co/RqbKxPl8L8
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Can You Beat an AI Robot at Table Tennis? Google DeepMind unveils human-level AI table tennis robot! Dominates beginners, goes toe-to-toe with intermediates. 100% win rate vs beginners / 55% vs intermediates / 0% vs pros Tech breakdown: AI 'brain' (1 controller for strategy) +
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Iโm 33. When I was young, I wasted years drinking, smoking, and being a degenerate. Then I discovered Naval Ravikant and he changed my life forever. Here are 20 teachings from the wisest person of this century (that will change your life too):
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So you've had your fun with @karpathy 's mingpt. Now its time to scale : introducing min-max-gpt: really small codebase that scales with help of @MSFTDeepSpeed . No huggingface accelerate, transformer. Just deepspeed + torch: maximum hackability https://t.co/ThwLebeWcf
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i loved my time at openai. it was transformative for me personally, and hopefully the world a little bit. most of all i loved working with such talented people. will have more to say about whatโs next later. ๐ซก
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ChatGPT was just the beginning. It's only been 14 hours since OpenAI released their new product GPTs And people are already generating insane results. Here are 10 of my favorite examples...
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Many startups just died today. Because OpenAI added PDF chat. You can also chat with data files and other document types. We had a wave of products better suited as features rather than stand-alone companies. Wrappers are being squeezed by OpenAI on one side and incumbents on
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We Release... 608 B chess moves, 236 B Rubik's Cube moves, 39 B A* moves in ASCII Mazes ... to improve planing abilities of LLMs: https://t.co/KnPoT05oD5
laion.ai
Recent advancements in artificial intelligence (AI) underscore the progress of reasoning and planning shown by recent generalist machine learning (ML) mod...
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Survey of Vulnerabilities in Large Language Models Revealed by Adversarial Attacks https://t.co/W8NvIhNZfZ Nice survey paper to understand the vulnerabilities of LLMs!๐๐
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Jailbreak and Guard Aligned Language Models with Only Few In-Context Demonstrations We can easily defend the jailbreaking by FEW-SHOT PROMPTING!! Full Paper Link: https://t.co/1dGk7HHpca
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AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models ๐Do not make hand-crafted DAN anymore! The authors made DAN Prompt automatically with GA (Genetic Algorithm). Full Paper Link: https://t.co/pjIJjC0muu
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Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To! https://t.co/lWV0n99n1r **How to break the safety of LLM** 1. fine-tuning with only a few harmful examples. 2. simply fine-tuning with benign and commonly used datasets
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๐ข ๐ซCAMEL now supports OpenAI's "function calling" feature! Our agent can perform Wiki searches, and we have exciting plans to expand the function library in the future.๐ผ๐ Our Github Repo: https://t.co/fEEMPhwzJl
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You can also explore other awesome papers about LLM Security in here :) https://t.co/RqbKxPl8L8
github.com
A curation of awesome tools, documents and projects about LLM Security. - corca-ai/awesome-llm-security
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Do you remember the adversarial attack with special suffix that make jailbreaking on LLM?? (@andyzou_jiaming 's awesome work) 2 days ago, one paper was released and it proposed universal adversarial suffix that make jailbreaking with ANY PROMPT YOU WANT! https://t.co/KKbWcYLTxx
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๋ฏธ๊ตญ์ผ๋ก ์ด๋ฏผ๊ฐ ์์ ์จ ์ด์ผ๊ธฐ - 0 1) ์ต๊ทผ ์ด๋ฏผ ํ๋ก์ฐ๊ฐ ํซ ํ๋ค๊ณ ๋ค์์ต๋๋ค. ์์ง ๊ทธ ์ด๊ธฐ๊ฐ ์กฐ๊ธ์ด๋๋ง ๋จ์ ์์ ๋ ์๊ฐ๋ฝ์ ํ๋ฒ ์น์ด ๋ณด๋ ค๊ณ ํฉ๋๋ค 2) ๋ฌด์ธ๊ฐ ๊ฑฐ์ฐฝํ ์ด์ผ๊ธฐ๋ฅผ ์ ์ผ๋ ค๋ ๊ฒ์ ์๋๋๋ค. ๋ค๋ง ํน๋ณํ ์๋์ง๋ ๊ทธ๋ ๋ค๊ณ ๋ ๋ชป๋์ง๋ ์์ (๊ทธ๋ ๋ค ํด์ฃผ์ธ์) 40๋ ์์ ์จ๊ฐ
์์ฆ ํธ์์ ํด์ธ ์์ฃผ๊ถ ์ทจ๋ ํ ๊ตญ๋ฏผ์ฐ๊ธ ์ผ์๊ธ ์๋ นํ์ฌ ํ๊ตญ์ ๋ ๋๊ณ ์ถ๋ค๋ ์์ง๋ฅผ (๋๋ด์ฒ๋ผ) ํ๋ช
ํ๋ ๋ถ์ด ์ข
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๋ณด์ด๊ธฐ๋ ํ๊ณ ํด์ธ์์ ์ค๋ ์ํ ํ์ ๋ถ๋ค ์ค ๊ตญ๋ฏผ์ฐ๊ธ์ ์ด๋ป๊ฒ ์๋ นํด์ผ ํ๋ ๊ถ๊ธํ์ ๋ถ๋ค์ด ์์ผ์ค ๊ฒ ๊ฐ์์ ๊ธ์ ๋จ๊ฒจ๋ด
๋๋ค ์ฐ์ ์ ์ฐจ์ ๋ํด ์์๋ณด๋ฉด -
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Code Llama: Now on Hugging Chat ๐ป๐ฆ Try out the 34B Instruct model for free with super fast inference! ๐ https://t.co/TQ0ZaVZcdi
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๐ฆ๐ผ๐ณ๐๐๐ฎ๐ฟ๐ฒ ๐๐ป๐ด๐ถ๐ป๐ฒ๐ฒ๐ฟ != ๐๐ฒ๐๐ฒ๐น๐ผ๐ฝ๐ฒ๐ฟ Software Engineer == Problem Solver Don't attack problems with code. Try first to understand them from a business perspective and then a technical perspective. When you do this, make a plan for how to solve it. Try to
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You can not overfit if there are no samples left on earth for a test set
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