Edward KangSup BYUN @Teewitt
The founder of Mayble, social and visualized knowledge curating and sharing service company. Interested in mental associations plus their related sharing. mayble.me Yongsan, Seoul, South Korea Joined February 2009-
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팜호초 내 두 눈으로 보게 해줘… 제발
하니가 너무 사랑스러워으어아어 내가 도쿄돔 팜호초를 그만 볼 때쯤 new팜호초가 등장해서 그냥 영원히 봄
Pham Hani’s broadcasted singing: “Blue Reef” -> m.youtube.com/watch?v=KBVd0Y… #BlueReef #푸른산호초 #팜호초
📝 LLM(ChatGPT)의 할루시네이션은 극복 가능한 문제인가? tl;dr 극복 가능 할루시네이션, 환각이라고 하는 문제의 핵심은 모르는 것을 모른다고 하지 않고, 어떻게든 말을 끝까지 완성하려고 하기 때문에 발생하는 문제입니다. 따라서, 문제가 명확하기 때문에 해결 방법도 명확하므로, 간단하진 않겠지만 해결은 가능하다고 봅니다. 단순하게 생각하면, 학습한 내용에 없는 지식을 물어보면 답변을 하지 않도록 훈련시키고, moderation API 에 질문에 대해 답변 할 수 있는 내용인지를 체크하는 기능을 만들거나, 답변의 정보가 맞는지를 확인하는 기능을 넣으면 되는 것이죠 지금도 프롬프트 엔지니어링으로 어느정도 가능하고, LLM의 성능이 좋아져서 컨텍스트에 있는 정보만을 사용하도록 하는 지시를 정확하게 받아들이도록 한다면 컨텍스트를 이용한 답변은 할루시네이션을 거의 100% 방지 할 수 있을 것 입니다. LLM을 응용하는데에 있어 핵심은 말을 생성하게 하는 것이 아니라, 컨텍스트를 이해하고 그에 따라 정보를 가공해서 전달하는 과정에 있기 때문에, 할루시네이션 문제는 다른 문제들보다 어렵지 않게 풀릴 것으로 생각합니다. LLM 활용을 위한 컨텍스트 사용과 할루시네이션을 방지하기 위한 프롬프트 엔지니어링에 대한 내용을 아래 강의에서 모두 담고 있습니다. 많은 관심 부탁드립니다. 🤗 fastcampus.co.kr/data_red_golbin
Code Llama가 공개된지 하루만에, 파인튜닝을 통해 GPT-4를 넘은 모델이 공개되었습니다. 😱 GPT-4가 HumanEval 평가에서 제로샷으로 67%를 통과했는데요. Code Llama 기본 파인튜닝 버전은 67.6%, 파이썬 파인튜닝 모델은 69.5%를 달성했다고 합니다. 아직 early stage라서 좀 더 평가해봐야 한다고 하지만, 연구 속도가 정말 미쳤네요. (16만개의 데이터셋을 사용, 32개의 A100-80GB으로 2 epoch, 3시간 학습) 역시 이제는 어떤 목적으로 얼마나 높은 품질의 데이터를 가지고 있는지가 중요한 것 같습니다. 현재 코딩 모델의 최고 성능이 GPT-4를 이용한 Verbal RL을 사용해 91%까지 육박한 상태라, MoE 기법으로 코딩 작업에 따라 최적화된 모델을 선택해서 코딩하게 만든다면, 근시일내에 개발자를 완전히 대체하는 것도 꿈(?)만은 아닐 것 같습니다. phind.com/blog/code-llam…
# mind_health #social_health #사회건강 #정신건강 Do Americans Not Realize That Totalitarian Enemy Wants and Tries to Bring in More Hatred and Divisions into Their Country? 이 대한민국에 전체주의 적들이 더많은 증오와 분열을 가져오려 활동한다는 걸 한국사람들은 알고 있나요?
Banning a political party Is not a good idea In a democracy that wants to maintain Its democracy Persecuting the paranoid Justifies their paranoia
경기도청 기자회견장에 등장한 화이트보드 #화이트보드_좀_가져와_보시겠어요? #양평고속도로 #끝나지않았다 #일타강사
마우스만 올려도 누구에게 물어봐야 하는지 얼마나 레거시 코드인지를 한눈에 보여주는 최고의 확장
@golbin 한 쪽 끝이 자석에 붙어있는 지 아닌 지가 중요한데… 화면에서는 불명확하네요.
#LK99 #초전도체 LK99 적용이 유망한 양자 컴퓨팅. 추가적 혁신 10년이 필요? 한 투자자의 예상. “양자 컴퓨팅은 실행 가능한 초전도체를 사용하면 분명히 훨씬 저렴하고/쉽습니다. 그러나 확장하려면 LK-99 (합법적인 것으로 입증된 경우 - 매우 큰 IF) 위에 또 다른 10년의 혁신이 필요합니다.”
@chamath @DeepSailCapital Possibly the disruption would come from a totally new tech, e.g. quantum computing is evidently much cheaper/easier with a viable superconductor. But that's still another ten years of innovation needed on top of LK-99 (if it's proven to be legit - a very big IF) to scale out
#초전도체 #LK99 LK99 이용 양자 컴퓨터 제작 공론화의 국제적 시작! — “Lk99 기반으로 구축된 양자 컴퓨터는 구축 비용이 기하급수적으로 (100x , 1000배, 어쩌면 1Mx) 더 비싸고 거의 모든 부품과 팹 프로세스를 재구성해야 하기 때문에 더 어렵습니다. 저렴한 qc는 단기 목표가 전혀 아닙니다.
@7LukeHallard @chamath @DeepSailCapital Quantum computer built with Lk99 as foundation will be exponentially (100x, 1000x and maybe even 1Mx) more expensive to build and also harder since almost every part and fab processs must be reimagined. Cheap qc is not the near term goal at all.
잘 요약했습니다
오늘 벌어지고 있는 전세계를 배경으로한 흥미진진한 K-드라마, LK99! #LK99 #초전도체 — [지금까지 공중부양 돌 드라마에 대한 좋은 요약 “LK99를 팔로우하지 않는다면 지금 일어나고 있는 가장 재미있는 일이나 인터넷을 놓치고 있는 것입니다. 옛날 인터넷 같은 느낌.”]
good summary about the floaty rock drama so far “if you’re not following LK99, you’re missing out on the most fun thing happening or the internet now. Feels like the old internet.” reddit.com/r/redscarepod/…
#LK99 #LK99_Hoax 반자성 성질을 보이는 그래핀 웨이퍼. LK99과 전혀 다른 물질임.
@nimorotem This is probably a hoax using a graphene wafer. The good thing is that it shows diagmagnetism.
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