December 2024
Beginner to intermediate
320 pages
7h 25m
Korean
Content preview from GPT API를 활용한 인공지능 앱 개발(2판)
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207
4
장
GPT-4o 및 챗GPT 활용 고급 기법
파인 튜닝 생성 창에서는 다음 항목을 설정할 수 있습니다.
●
Base Model
(기본 모델 ) : 드롭다운 목록에는 파인 튜닝을 지원하는 모든 모델이 나열됩니다. 이 목록
에는 오픈
AI
가 파인 튜닝을 지원하는 모든 모델과 이전에 파인 튜닝한 모델이 포함됩니다. 기존 파인 튜
닝 모델도 새로운 데이터가 생기면 다시 파인 튜닝할 수 있습니다.
●
Training
data
(훈련 데이터 ) : 오픈
AI
가 모델을 훈련할 데이터셋을 정의합니다. 이 인터페이스를 통해
파일을 직접 올리거나 [
Select
existing
](기존 파일 선택 ) 버튼을 눌러 서버에 저장한 파일을 파일
ID
로
지정할 수 있습니다.
●
Validation
data
(검증 데이터) : 학습 데이터셋에 없는 다양한 예시를 포함한 검증 파일을 추가할 수
있습니다.
●
Suffix
(추가 문구 ) : 파인 튜닝한 모델 이름 뒤에 붙일 문구입니다.
●
Seed
(시드) : 작업의 재현성을 제어합니다. 같은 시드와 작업 매개변수를 전달하면 같은 결과가 생성되
어야 하지만 다른 경우도 있습니다. 별도 지정하지 않으면 자동으로 생성됩니다.
●
Batch
size
(배치 크기 ) : 배치당 예시의 수입니다. 배치 크기가 크면 모델 매개변수의 업데이트는 늦어
지지만, 분산은 더 낮습니다. 기본값은
auto
입니다.
●
Learning rate multiplier
(학습률 배율) : 낮은 학습률을 지정하면 과적합을 피할 수도 있습니다. 기
본값은
auto
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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.