June 2025
Intermediate to advanced
424 pages
7h 8m
Japanese
Content preview from 直感 LLM ―ハンズオンで動かして学ぶ大規模言語モデル入門Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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.
賞賛の声
本書は、言語モデルとその産業への実応用について、極めて優れたガイドです。生成、表現、検索といった言語モデルの応用を非常に視覚的に解説しており、読者がLLMを素早く理解し、活用し、改善する力を身につけられるようにします。非常にお勧めです。
—— Nils Reimers Cohere 機械学習ディレクター、sentence-transformersの作者
著者たちは、複雑なテーマを美しく図解し洞察に富んだ解説を提供するという彼らの流儀を、本書を通して貫いています。動作するコード、タイムライン、重要な論文への参照を加えた本書は、大規模言語モデルがどのように構築されるのかを理解したい人にとって最適です。
—— Andrew Ng DeepLearning.AI 創設者
現在、この本以上に読むべき本は思い浮かびません。どのページでも、言語モデルの時代において成功するために重要な何かを学ぶことができました。
—— Josh Starmer StatQuest
LLMに関するあらゆることを理解したいなら、この素晴らしい本以外に探す必要はありません。本書の著者たちが、大規模言語モデルの歴史から最新技術まで、ゼロからエキスパートへと導いてくれます。直感的な解説、実例、わかりやすい図解、コードで、Transformerモデル、トークナイザー、セマンティック検索、RAGなど最先端技術の複雑さを解き明かします。最新のAI技術に興味がある方には必読の書です。
—— Luis Serrano, PhD Serrano Academy 創設者兼CEO
急速に進化する生成AIの分野に興味がある人には必読の書です。テキストと画像の両方の埋め込みに焦点を当て、アルゴリズムの進化、理論的な厳密性、実用的なガイダンスが見事に融合しています。学生、研究者、業界の専門家を問わず、生成AIに関する知識を向上させるためのユースケースとソリューションが得られます。素晴らしい出来栄えです。 ...
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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.