《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
《Build a Large Language Model (From Scratch)》是一本深入探讨大语言模型原理与实现的电子书,适合希望深入了解 GPT 等大模型架构、训练过程及应用开发的学习者。为了让更多中文读者能够接触到这本极具价值的教材,我决定将其翻译成中文,并通过 GitHub 进行开源共享。
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。…
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...
https://www.manning.com/books/build-a-large-language-model-from-scratch "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...
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...
92 p. Wealth Is a Mindset 226 p. We Tried to Tell Y'All 95 p. We All Want to Change the World 211 p. Walter Benjamin and the Aesthetics of Change 79 p. Walking on Water 101 p. Voices of the English Language Abridged Edition 1.4 Dim - 2017 关于...
装帧:平装 ISBN:9781633437166 豆瓣评分 评价人数不足 评价: 写笔记 写书评 加入购书单 分享到 推荐 内容简介· ··· Learn how to create, train, and tweak large language models (LLMs) by building one from the ground up! In Build a Large Language Model (from Scratch), you’ll discover how ...
Today, building a large language model marks a significant step forward, reshaping how we engage with technology. At its heart is the concept of language models designed to understand, interpret, and generate human language. The process of creating a large language model integrates the nuances of...