April 2026
Intermediate
348 pages
8h 22m
Korean
Content preview from 그림으로 배우는 생성형 AI
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
671
장 생성형 AI, 세상 모든 곳에 한꺼번에 나타나다
털
,
배경의 붉은 성운
,
빅토리아 시대 우주복
,
거대
한 황금빛 포털 너머로 보이는 행성들과 별들
,
반사와
장식
(
orna
,
원문 그대로
)”
같은 긴 프롬프트를 미드
저니
Midjourney
에게 요청했을 것입니다
(
https://oreil.
ly/IQHvf
).
딱 이런 프롬프트가 훈련 데이터셋에 있
었을 리는 없지요
.
그렇다면 모델은 어떻게 이처럼 복
잡한 지시사항에 응답하는 법을 배울까요
?
모델이 복잡한 지시사항을 따르도록 가르치는 한
가지 기법으로
Evol
-
Instruct
(
https://oreil.ly/
HQS7O
)
가 있습니다
.
이 기법은 간단한 지시사항을 특
정한 방법에 따라 진화시켜서 더 복잡한 지시사항을
만들어 냅니다
.
특히 다른 지시사항의 결과를 새 지시
사항을 만드는 데 활용하기도 하고요
.
phi
-
1
을 만든 마이크로소프트 연구팀은 교과서 수
준의 데이터로 모델을 훈련했을 뿐만 아니라
,
파이썬
노트북
,
코딩 연습 문제
,
그리고 그 문제에 대한 해답
의 형태로 합성된 튜토리얼을 추가했습니다
.
이 튜토
리얼을 만드는 데 훨씬 더 큰 모델인
GPT
-
3
.
5
를 사
용했다는 점도 흥미로운데요
.
LLM
이 생성한 데이터
로
LLM
을 훈련한다는 것이 영화
〈
인셉션
〉
을 떠올리
게 하지만
,
깨끗한 합성 데이터로 훈련 데이터셋을
보완한다는 아이디어는 다른 여러 상황에서도 매우
가치가 있음이 입증되었습니다
(
https://oreil.ly/
wkfuQ
).
데이터 품질을 높이는 퍼즐의 마지막 조각은 독점적
이거나 ...
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.