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.
268
그림으로 배우는 생성형 AI
언어 모델
small
language
model
(
SLM
)
들은 계산 가능 함수의
영역이 더 작기 때문에
,
해당 작업에 비해 과도하게
큰 모델보다 환각 위험이 낮습니다
.
어쩌면 여러분은
SLM
으로 충분한 작업
,
그러니까 프런티어
LLM
의 성
능과 세계 지식이 굳이 필요하지 않은 작업에 프런티
어
LLM
을 사용하고 있을지도 모릅니다
.
창의성이 거의 필요 없고 위험 허용도가 매우 낮은 아
주 단순한 작업의 경우
,
SLM
이 좋은 대안이 됩니다
.
물론 정확도가 다소 떨어진다는 점은 감수해야 합니
다
.
마이크로소프트의 한 연구원은
2024
년
6
월 연
구에서
,
청구서에 해당하는 비정형 텍스트에서 정
형 데이터를 추출할 때 자사의 소형 텍스트 기반 모
델
(
Phi
-
3
MoE
)
이
93
%
정확도를 달성한 반면에
GPT
-
4o
는
99
%
정확도를 달성했다고 밝혔습니다
(
https://oreil.ly/0Suc_
).
LLMWare
팀은 다양한
SLM
을 평가하고 있습니다
(
https://oreil.ly/61Ai3
).
이 글을 쓰는 시점
(
2024
년
)
에는
Phi
-
3
이 가장 우수했지만
,
시간이 지남에 따
라 점점 더 작은 모델들이 이 수준의 성능을 달성하고
있습니다
.
[
그림
5
-
12
]
는 이 두 연구를 그래프로 표현한 것인
데
,
SLM
은 동일한 정확도를 점점 더 작은
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.