January 2026
Intermediate
404 pages
7h 22m
Korean
Content preview from AI 에이전트 엔지니어링
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210
2
부
에이전트 시스템의 구축과 확장
출력을 선호해야 하는지 배울 수 있습니다. 데이터셋은
ch07
/
training
_
data
/
dpo
_
it
_
help
_
desk
_
training
_
data
.
jsonl
에서
확인할 수 있습니다.
# 5) 데이터셋 로드
ds = load_dataset("json", data_files=DPO_DATA, split="train")
데이터를 준비했으면 학습 하이퍼파라미터를 정의하고
DPO
설정을 구성합니다.
beta
파라미
터는 최적화 과정에서 모델이 선호되는 응답을 얼마나 강하게 우선시할지를 조절합니다.
# 6) 학습 인자 설정 (사용하지 않음, DPOConfig로 대체)
train_args = TrainingArguments(
output_dir = OUTPUT_DIR,
per_device_train_batch_size = 4,
gradient_accumulation_steps = 4,
learning_rate = 5e-6,
num_train_epochs= 3,
logging_steps = 10,
save_strategy = "epoch",
bf16 = True,
report_to = None,
)
# 7) DPO 학습 설정
dpo_args = DPOConfig(
output_dir = "phi3-mini-helpdesk-dpo", ...
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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.