Build a Large Language Model (From Scratch) 下载积分:7000 内容提示: M A N N I N GSebastian RaschkaFROMSCRATCHBUILD A 文档格式:PDF | 页数:370 | 浏览次数:623 | 上传日期:2024-09-11 22:00:41 | 文档星级: M A N N I N GSebastian RaschkaFROMSCRATCHBUILD A ...
1.5 利用大数据集(Utilizing large datasets) 1.6 仔细观察GPT架构(A closer look at the GPT architecture) 1.7 构建大语言模型(Building a large language model) 1.8总结(Summary) 附录B (Appendix B. References and Further Reading) 1 理解大型语言模型(Understanding Large Language Models) 本章涵盖 对大型语...
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。 1. **欢迎** -...
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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 LLMs work from the inside out. In this insightful book, bestselling author Sebastian Raschka...
著名机器学习和AI研究员、畅销书《Python 机器学习》的作者Sebastian Raschka近日发布了新书《Build a Large Language Model (From Scratch)》,为广大读者揭示了从零开始构建大型语言模型的全过程。这本书不仅包含了如何创建、训练和调整LLM的详细步骤,还开源了对应的代码库,提供了实践操作的宝贵资源。
书的地址:welcome · Build a Large Language Model (From Scratch) 这次想和大家说的其实是这本书开源的配套代码,类似的关于机器学习的书我以前也写过,以我的经验来看,这种书的精华都在配套的代码里面,尤其是开源的notebook: GitHub:GitHub - rasbt/LLMs-from-scratch: Implementing a ChatGPT-like LLM from ...
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Download ChatGLM3 Version(Chinese language support) What Is ChatRTX? ChatRTX is a demo app that lets you personalize a GPT large language model (LLM) connected to your own content—docs, notes, images, or other data. Leveragingretrieval-augmented generation (RAG),TensorRT-LLM, and RTX acceler...
The chapter introduces the limitations of Large Language Models (LLMs) like GPT-4 when used in isolation, emphasizing issues such as the lack of external knowledge, flawed reasoning, and the inability to take action. To address these challenges, the chapter proposes LangChain as a com...