March 2026
Intermediate
504 pages
11h 26m
Korean
Content preview from 파이토치로 배우는 LLM & AI
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246
1
부
모델 구축
LSTM
기반의 신경망으로 쓰여졌습니다. 이 신경망은
SF
영화 대본으로 훈련했으며 모델에 시
드 콘텐츠를 제공해 새로운 영화 대본을 만들었습니다. 결과는 아주 재미있습니다. 영화 초반
의 내용은 말이 되지만 영화가 진행됨에 따라 점점 이해하기 어려워지는 것을 볼 수 있습니다.
이것이
LLM
의 신뢰성을 낮추는 일반적인 현상인 환각의 기반이 되기도 합니다.
8.4
데이터셋 확장하기
하드 코딩한 데이터셋에 사용했던 패턴을 동일하게 간단한 텍스트 파일로 확장할 수 있습니다.
예제를 위해 여러 노래에서 수집한
1
,
700
줄의 텍스트를 사용해 보겠습니다. 코드를 조금만 수
정하면 하드 코딩한 텍스트 대신 이 파일을 사용할 수 있습니다.
콜랩에서 이 데이터를 다운로드하려면 다음 코드를 실행합니다.
!wget --no-check-certificate \
https://storage.googleapis.com/learning-datasets/ \
irish-lyrics-eof.txt-O /tmp/irish-lyrics-eof.txt
다음 코드로 이 텍스트를 로드합니다.
data = open('irish-lyrics-eof.txt').read()
corpus = data.lower().split("\n")
나머지 코드는 거의 비슷합니다!
50
,
000
번의 에폭 ...
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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.