EPISODE · Jun 30, 2025 · 8 MIN
0064 自己动手构建大语言模型
from Web技术动态
该资源是一个开发者关于从零开始构建大型语言模型(LLM)的个人经历和学习总结。作者详细介绍了LLM的构建过程,包括词元化(tokenization)和词汇表的创建,以及模型训练中令牌间关系的建立。此外,他还阐述了文本生成的工作原理,即模型如何基于现有文本预测下一个词元,并讨论了模型权重和微调的重要性。作者还分享了他在学习过程中的元学习经验,例如手写代码的效率以及纸质书的学习效果,并根据原书作者的反馈更新了对LLM技术细节的理解。
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0064 自己动手构建大语言模型
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