0064 自己动手构建大语言模型 episode artwork

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。

Episode metadata supplied by the publisher feed · Published Jun 30, 2025

Embed this episode

NOW PLAYING

0064 自己动手构建大语言模型

0:00 8:48

No transcript for this episode yet

We transcribe on demand. Request one and we'll notify you when it's ready — usually under 10 minutes.

No similar episodes found.

No similar podcasts found.

Frequently Asked Questions

How long is this episode of Web技术动态?

This episode is 8 minutes long.

When was this Web技术动态 episode published?

This episode was published on June 30, 2025.

Can I download this Web技术动态 episode?

Yes. Use the download control on the episode player to save the publisher-provided media file.
URL copied to clipboard!