Andrej Karpathy Resources
AI researcher, engineer, and educator
AI 研究者、工程师与教育者
Andrej Karpathy explains neural networks and large language models through compact implementations, visual intuition, and direct engineering experience.
Andrej Karpathy 擅长用紧凑实现、直观解释和工程经验讲清神经网络与大模型。 本页优先收录他的个人网站、官方频道、代码与代表性课程。
Andrej Karpathy — Personal Site
The best starting point for his current work, biography, talks, channels, and writing.
汇总其当前工作、经历、演讲、频道与文章的最佳入口。
Neural Networks — Zero to Hero
A code-first sequence that builds neural networks, language models, and transformers from small components.
以代码为主线，从小型组件逐步构建神经网络、语言模型与 Transformer。
Andrej Karpathy YouTube
Official technical and general-audience videos, including long-form LLM explanations.
官方技术与大众向视频，包括长篇大模型原理讲解。
Deep Dive into LLMs like ChatGPT
A broad under-the-hood walkthrough of how ChatGPT-like systems are built and used.
从整体视角讲解类 ChatGPT 系统的构建方式与使用过程。
Andrej Karpathy on GitHub
Primary implementations and educational repositories; check each repository's license before reuse.
一手实现与教学代码；复用前需单独检查每个仓库的许可证。
Andrej Karpathy Blog
Technical essays that connect neural-network mechanisms with practical intuition.
将神经网络机制与实践直觉连接起来的技术文章。
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