April 2026
Intermediate
348 pages
8h 22m
Korean
Content preview from 그림으로 배우는 생성형 AI
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2575
장 생성형 AI 애플리케이션의 아키텍처
이 글을 쓴
2024
년
7
월 당시
LMSYS
의 최신 자료는
100
만 건 이상의 쌍별 비교를 수행한 결과인데요
.
모
든 자료점
data
point
이 공개되어 있어서 특정 주제나 일
정 길이의 프롬프트로 필터링하는 등 다양한 방식으
로 비교 결과를 분석할 수 있었습니다
.
LMSYS
리더
보드
1
는 이러한 사람의 비교를 마치 체스 토너먼트
의 경기처럼 취급해서
,
각 모델에 대해
‘
아레나 점수
arena
score
’(
체스 선수 순위에 사용되는
Elo
점수와 유사
한 개념
)
를 산출합니다
.
주요 모델 제공업체들이 모두
LMSYS
에 모델을 공개하고 있어서 이 리더보드 순위
는 수시로 바뀝니다
.
하지만
LMSYS
방식에도 단점이 있습니다
.
평가자들
이 해당 주제의 전문가가 아닌 일반 사용자이다 보니
,
정확하지만 어려운 텍스트보다 단정적인 어조의 간단
한 텍스트를 선호할 수 있습니다
(
틀린 내용이라도 말
이지요
!).
5.1.2 프런티어 모델들
이 글의 집필 시점 기준으로 상위
3
개 모델은
GPT
-
4o
(
아레나 점수
1287
점
),
클로드
3
.
5
소넷
(
1272
점
),
제미나이 어드밴스드
2
였습니다
.
이들은 모두 독점 모
델로
,
각각 오픈
AI
,
앤트로픽
,
구글에서 만들었습니
다
.
당시 이 세 모델이
‘
프런티어 모델
frontier
model
’
에 해
당했는데요 ...
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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.