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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
book

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

by Jay Alammar, Maarten Grootendorst, 中山 光樹
June 2025
Intermediate to advanced
424 pages
7h 8m
Japanese
O'Reilly Japan, Inc.

Overview

急速に進化する大規模言語モデル(LLM)を、視覚的に理解しながら実践的に学べるハンズオンガイド。本書では、Jupyter Notebookやクラウド上で実際にモデルを動かしながら学ぶことができます。大規模言語モデルに欠かせないTransformerの仕組みをはじめ、要約、セマンティック検索、テキスト分類、クラスタリング、RAG(検索拡張生成)といった技術も、図解とともに直感的に理解できます。豊富なコード例と既存ライブラリの活用法を通じて、直感を重視したアプローチでLLMを学びたい読者に最適な一冊です。

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Publisher Resources

ISBN: 9784814401154Publisher Website