April 2026
Intermediate
348 pages
8h 22m
Korean
Content preview from 그림으로 배우는 생성형 AI
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108
그림으로 배우는 생성형 AI
llm = dspy.HFModel(
model='meta-llama/Llama-2-7b-hf'
)
OllamaLocal
같은 메서드 이름과
model
매개변수의
값을 보면 어디에서 어떤 모델을 내려받는지를 짐작
할 수 있을 것입니다
.
여러분의 작업에 적합한 생성형
AI
모델을 어떤 기준으로 선택하면 좋을지는
5
장에서
좀 더 자세히 살펴봅니다
.
2.3.2 사전훈련 모델의 커스텀화
앞에서는
API
를 그대로 호출해서 생성형
AI
모델
을 사용했습니다
.
이번 절에서는 미리 훈련된 모델
,
즉
사전훈련
모델
pretrained
model
을 커스텀화하는 다양한
방법들을 살펴보겠습니다
.
여기서 말하는 커스텀화
customization
는 모델을 처음부터 새로 훈련하지 않고도
모델의 기본적인 응답
(
API
로 받아볼 수 있는 것과 같
은
)
과는 다른 종류의 출력을 얻는 것을 뜻합니다
(
그림
2
-
16
).
사전훈련 모델을 커스텀화하는 방법은 여러 가지입니
다
.
생성 제어
,
프롬프트 엔지니어링
,
프롬프트 연쇄
,
모델 미세조정
fine
-
tuning
등이 대표적이지요
.
이번 절에
서는 이 접근법들을 각각 자세히 알아보고
,
언제 어떤
방법을 선택하면 좋을지도 살펴봅니다
.
[
그림
2
-
16
]
에 각 범주의 대표적인 기법이 정리되어 있습니다
.
생성 제어
사전훈련 모델에서 보다 ...
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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.