April 2026
Intermediate
348 pages
8h 22m
Korean
Content preview from 그림으로 배우는 생성형 AI
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294
그림으로 배우는 생성형 AI
반화 능력
(
훈련 과정에서 접하지 않은 입력 데이터에
대해서도 바람직한 결과를 생성하는 것
)
에 도움이 되
지 않는 방식으로 진행된다는 뜻입니다
.
from datasets import load_dataset
dataset = load_dataset("json",
data_files=INPUT_FILE_NAME)
dataset = dataset.train_test_split(
train_size=0.8)
다음으로
,
미세조정할 모델과 선호도 데이터셋을 생
성하는 데 사용한 모델
(
참조 모델
)
을 불러옵니다
.
보
통은 두 모델이 같습니다
.
다음 코드에서는 메타의 라
마
3
.
1
8B
모델을 사용합니다
.
model = AutoModelForCausalLM.from_
pretrained(
"meta-llama/Meta-Llama-3.1-8B")
tokenizer = AutoTokenizer.from_
pretrained(
"meta-llama/Meta-Llama-3.1-8B")
ref_model = \
AutoModelForCausalLM.from_
pretrained(
"meta-llama/Meta-Llama-3.1-8B")
이제
DPOTrainer
객체를 생성하고
train()
메서드
를 호출해서 훈련을 진행합니다
.
훈련이 완료되면 모
델 가중치들을 파일로 ...
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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.