这本书《Build a Large Language Model (From Scratch)》由Sebastian Raschka撰写,书中强调了动手实践,主要使用PyTorch,不依赖现有的库,并通过大量图表和插图帮助读者理解LLMs的工作原理、局限性和定制方法。此外,书中还探讨了预训练和微调LLMs的常用工作流程和范式,提供了对它们开发和定制的见解。
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374 p. Build a Large Language Model (From Scratch) 37 p. BS ISO 10256-5-2017 (高清可复制) 63 p. BS ISO 10254-2016 (高清可复制) 15 p. BS ISO 10245-4-2004 (2006) (高清可复制) 21 p. BS ISO 10245-2-2014 + A1-2015 (高清可复制) 17 p. BS ISO 10242-1-2011 (高清可...
In this section we implement a data loader that fetches the input-target pairs depicted in Figure 2.12 from the training dataset using a sliding window approach. 在本节中,我们实现了一个数据加载器,该加载器使用滑动窗口方法从训练数据集中获取图2.12中描绘的输入-目标对。 To get started, we will f...
BOOK:Build a Large Language Model (From Scratch) GitHub:rasbt/LLMs-from-scratch 中英文pdf版本, 可联系我获取 如有侵权,请联系删除 Setup 参考 setup/01_optional-python-setup-preferences .setup/02_installing-python-libraries 按照步骤配置环境:
Build a Large Language Model (from Scratch)takes you inside theAIblack box to tinker with the internal systems that power generative AI. As you work through each key stage of LLM creation, you’ll develop an in-depth understanding of how LLMs work, their limitations, and their customization...
《Build a Large Language Model (From Scratch)》 https://github.com/rasbt/LLMs-from-scratch推荐理由: 无晦涩难懂的数学公式,只有清晰简洁的代码示范,而且每一步都有清晰的说明,并配有相关图解释原理
"In Build a Large Language Model (from Scratch), you’ll discover how LLMs work from the inside out. In this book, I’ll guide you step by step through creating your own LLM, explaining each stage with clear text, diagrams, and examples. ...
Build a Large Language Model (From Scratch) 从头开始构建大型语言模型(第一章)学习笔记,LLM是一种大型语言模型,是一种旨在理解、生成和响应类人文本的神经网络。这些模型是在大量文本数据上训练的深度神
Build a Large Language Model (from Scratch) takes you inside the AI black box to tinker with the internal systems that power generative AI. As you work through each key stage of LLM creation, you’ll develop an in-depth understanding of how LLMs work, their limitations, and their ...