May 2025
Intermediate to advanced
382 pages
10h 33m
Chinese
Content preview from 图解大模型 : 生成式AI 原理与实战
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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.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.
348
｜
附录
些应用场景的提示词，采用有用性奖励模型和安全性奖励模型（类似于
Llama
模型的机
制）进行训练，如图
A-18
所示。
数学问题
推理提示词
通用提示词
代码问题
写作请求
事实性问题回答
翻译
逻辑推理问题
基于规则的验证器 3
(2) 通用强化学习
SFT检查点
基于规则的验证器 2
基于规则的验证器 1
有用性奖励模型安全性奖励模型
基于DeepSeek-v3-Base
DeepSeek-R1
图 A-18：通用强化学习训练流程
图解大模型：生成式AI原理与实战（全）.indd 348图解大模型：生成式AI原理与实战（全）.indd 348 2025/4/24 9:22:072025/4/24 9:22:07
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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.