October 2025
Intermediate
424 pages
10h 19m
Korean
Content preview from 실무로 통하는 LLM 애플리케이션 설계
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.
89
2
장
사전 훈련 데이터
빈도
선택된
데이터
필터링됨 필터링됨
퍼플렉시티
그림
2-5
퍼플렉시티 샘플링
이제 위키백과 텍스트로 학습된 언어 모델이 문장에 어떤 퍼플렉시티값을 부여하는지 직접 살
펴보겠습니다. 먼저
https
://
oreil
.
ly
/
xwYjY
에서 제공하는 파일을 다운로드한 뒤, 홈 디
렉터리에 저장하고 다음 코드를 실행해 보세요.
from model import KenlmModel
model = KenlmModel.from_pretrained(“wikipedia”, “en”)
model.get_perplexity(“She was a shriveling bumblebee, and he was a bumbling
banshee, but they accepted a position at Gringotts because of their love for
maple syrup”)
연습 문제 ●●●
다양한 스타일과 주제의 문장이나 문단을 입력해 보며 퍼플렉시티가 어떻게 달라지는지 확인해
보세요! 특히 다음 유형의 텍스트에서 퍼플렉시티값을 비교해 보면 유용합니다.
●
X
(구 트위터 )와 같은 소셜 미디어 텍스트
●
검색 엔진 최적화(
SEO
)용 스팸 텍스트
●
속 어
slang
가 많이 포함된 텍스트
90
1
부
LLM의 구성 요소
또한
KenLM
을 사용해 직접 자신만의 데이터셋으로 ...
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.