April 2026
Intermediate
592 pages
13h 28m
Korean
Content preview from 에이전트 시대의 AI 시스템 설계
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120
에이전트 시대의 AI 시스템 설계
abs
/
1508
.
06576
). 이후 이미지 스타일 전이 분야가 급격히 발전했는데, 이를
2018
년 징
Jing
등이 개괄한 바 있다 (
https
://
arxiv
.
org
/
abs
/
1705
.
04058
).
LLM
을 이용한 텍스트 스
타일 전이는
2021
년 라이프
Reif
등이 발표한 논문에서 소개되었다 (
https
://
arxiv
.
org
/
abs
/
2109
.
03910
). 이 논문은 텍스트 수정을 위해
증강 제로샷 학습
augmented
zero
-
shot
learning
을
사용하는 방법도 논의한다 (이 변형은 상대적으로 덜 쓰이므로 이 책에서 다루지 않는다 ).
애들리
Addlly
사의 서비스는 기존 제품 설명의 스타일을 쇼피파이
Shopify
에 등록할 신제품에 전이
해서 브랜드 정체성과 포맷을 유지한다 (
https
://
oreil
.
ly
/
m0esb
).
2.4
패턴
4
: 역중립화
역중립화
Reverse
Neutralization
도 앞의 패턴들처럼 여러분이 원하는 스타일의 콘텐츠를 모델이 생성
하게 하는 패턴이다. 단, 이 패턴에서는 먼저 생성형
AI
모델로 중립적인 형태의 결과물을 생
성한 후, 원하는 스타일로 미세조정해 둔 모델을 이용해 그 결과물을 후처리함으로써 최종 결
과물을 얻는다.
스타일 전이
(패턴
3
)처럼 이 패턴에 필요한 것은 예시 데이터뿐이다.
로짓 마스킹
(패턴
1
)이
나
문법
(패턴
2
)에서는 원하는 스타일을 사람이 직접 규칙이나 문법으로 정의해야 했지만, 스
타일 전이나 이 역중립화 패턴에서는 그럴 필요가 ...
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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.