March 2026
Intermediate
504 pages
11h 26m
Korean
Content preview from 파이토치로 배우는 LLM & AI
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388
2
부
모델 사용
15.4
transformers
시작하기
14
장에서 허깅 페이스 허브에 있는 모델을 사용하는 방법을 알아봤습니다. 허브에 접근할 수
있으면 다양한 파이프라인으로 얼마나 쉽게 사용할 수 있는지 보았습니다. 이 장에서는 조금
더 자세히 알아보겠습니다. 먼저 필요한 라이브러리를 설치합니다.
pip install transformers
pip install datasets # 허깅 페이스 데이터셋
pip install tokenizers # 토크나이저
허깅 페이스 허브의 많은 모델은
transformers
를 사용해 접근할 수 있습니다. 모델을 사용하
려면 모델에 대한 사용 권한과 허깅 페이스의 인증 토큰이 필요합니다.
14
장에서 액세스 토큰
을 만드는 방법을 알아보았습니다. 그다음 사용하려는 모델에 따라서 모델 페이지에서 사용 권
한을 요청해야 할 수도 있습니다. 구글 콜랩의 비밀 보안을 통해
transformers
라이브러리를
사용하는 방법을 배웠지만 다른 방식으로도
transformers
를 사용할 수 있습니다.
토큰을 준비했다면 다음과 같은 파이썬 코드로 토큰을 입력합니다.
from huggingface_hub import login
login(token="your_token_here")
원한다면 환경 변수로 설정할 수 있습니다.
export
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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.