June 2026
Intermediate
384 pages
4h 17m
Japanese
Content preview from ゼロから作るDeep Learning ❻ ―LLM編
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ここからは「応用編」としてStoryBotの開発に取り組みます。基本編のCodeBotではPythonのコード生成がテーマでしたが、StoryBotでは自然言語による創造的なテキスト生成に挑戦します。より大きなデータセットと高度なモデルを使い、AIが物語を語る能力を獲得する過程を体験しましょう。
II.1 データセット
StoryBotの学習にはTinyStories［Eldan et al., 2023］というデータセットを使用します。GPT-4が生成した約200万本の短い物語を収録しており、子供でも理解できるシンプルで親しみやすい文体が特徴です。たとえば、次のようなストーリーが含まれています。
Once upon a time there was a little boy named Ben. Ben loved to explore the world around him. He saw many amazing things, like beautiful vases that were on display in a store. One day, Ben was walking through the store when he came across a very special vase. When Ben saw it he was amazed! He said, “Wow, that is a really amazing vase! Can I buy ...
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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.