April 2026
Intermediate
592 pages
13h 28m
Korean
Content preview from 에이전트 시대의 AI 시스템 설계
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493
8
장
제약 조건 해결
8.3.4
참고문헌
연속 배칭은 유
Yu
등의
2022
년 논문 (
https
://
oreil
.
ly
/
oQugD
)이 소개했다. 좀 더 쉬운 설
명으로는 대니얼
Daniel
등의 애니스케일
Anyscale
블로그 글 (
2023
,
https
://
oreil
.
ly
/
b29TV
)
이 있다. 추측 디코딩은 레비아탄
Leviathan
, 칼만
Kalman
, 마티아스
Matias
이 소개했다 (
2022
,
https
://
arxiv
.
org
/
abs
/
2211
.
17192
). 이들은 재훈련이나 아키텍처 변경 없이도 기성 모델을 가속할
수 있음을 보여 주었다. 리
Li
등의
2024
년 개괄 논문 (
https
://
arxiv
.
org
/
abs
/
2410
.
12388
)
은 다양한 프롬프트 압축 방법을 조사한다.
500xCompressor
같은 실제 구현은 상당한 압축률
을 보여 준다 (
https
://
arxiv
.
org
/
abs
/
2408
.
03094
). 샤
Xia
등은
LLM
효율성 개선 방법들을
개괄했다 (
2024
,
https
://
arxiv
.
org
/
abs
/
2401
.
07851
).
AWS
Inferentia2
는 라마
2
70B
/
7B
모델을 이용해서 추측 디코딩을 수행하는 방법을 보
여 준다 (
https
://
oreil
.
ly
/
YIBWs
). 해당 예시는 더 작은 초안 모델을 사용해서 사용
자 정의
AI
칩에서 정확도를 유지하면서 인퍼런스를 가속한다. 엔비디아는 연속 배칭, 추측
인퍼런스
speculative
inference
, 주의 최적화, 엔터프라이즈 배포를 위한 모델 ...
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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.