October 2025
Intermediate
424 pages
10h 19m
Korean
Content preview from 실무로 통하는 LLM 애플리케이션 설계
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127
3
장
어휘와 토큰화
3.4
마치며
이번 장에서는 언어 모델의 핵심 구성 요소인 어휘를 자세히 살펴봤습니다. 언어 모델에서 어휘
가 어떻게 정의되고 만들어지는지부터 시작해 토큰화라는 개념과 함께
BPE
와 워드피스 같은
토큰화 알고리즘을 알아봤습니다. 이 알고리즘들은 어휘를 구성하고 원본 텍스트를 언어 모델
이 이해할 수 있는 토큰 시퀀스로 변환하는 역할을 합니다. 실제 언어 모델들의 어휘를 살펴보
면서 토큰이 우리가 일반적으로 생각하는 단어와 무엇이 다른지도 확인했습니다. 다음 장에서
는 언어 모델의 다른 요소들, 특히 모델 아키텍처와 학습 목표에 관해 계속 알아보겠습니다.
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and much more.
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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.