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AI 顶流大神Karpathy 的爆款文章

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7running/karpathy-paper

这是一个可供 AI 助手与 AI Agent 直接连接、检索和引用的 Andrej Karpathy（安德烈·卡帕西）AI 专题知识库。收录 12 篇英文原文与完整逐字稿，覆盖大语言模型（LLM）、ChatGPT、GPT 与 Transformer、神经网络与反向传播、micrograd、makemore、GPT Tokenizer、GPT-2 复现，以及 Software 3.0、Vibe Coding、Agentic Engineering、AGI、Tesla AI 与自动驾驶。适合使用 ChatGPT、Claude、Codex 等 AI 工具检索原文、追溯观点并理解 Karpathy 的技术方法。 An AI-ready Andrej Karpathy knowledge base built for AI assistants and agents to connect to, search, read, and cite. It features 12 full English texts and transcripts covering LLMs, ChatGPT, GPT and Transformers, neural networks and backpropagation, micrograd, makemore, GPT tokenization, GPT-2 reproduction, Software 3.0, vibe coding, agentic engineering, AGI, Tesla AI, and autonomous driving. Use it with AI tools such as ChatGPT, Claude, and Codex to retrieve primary sources, trace Karpathy’s ideas, and explore his technical thinking.

6612AI / ML@7running2026-07-122 weeks ago

Files

12 documents in total

  • MD

    01 Deep Dive into LLMs like ChatGPT

    01 Deep Dive into LLMs like ChatGPT.md

    214.7 KB42k chars
  • MD

    02 Let's build GPT from scratch

    02 Let's build GPT from scratch.md

    107.1 KB22k chars
  • MD

    03 Intro to Large Language Models

    03 Intro to Large Language Models.md

    63.4 KB13k chars
  • MD

    04 Building micrograd

    04 Building micrograd.md

    120.8 KB25k chars
  • MD

    05 Lex Fridman Podcast 333

    05 Lex Fridman Podcast 333.md

    230.9 KB45k chars
  • MD

    06 How I use LLMs

    06 How I use LLMs.md

    126.6 KB26k chars
  • MD

    07 Software Is Changing Again

    07 Software Is Changing Again.md

    43.0 KB8.4k chars
  • MD

    08 From Vibe Coding to Agentic Engineering

    08 From Vibe Coding to Agentic Engineering.md

    35.5 KB7.0k chars
  • MD

    09 Dwarkesh - AGI is still a decade away

    09 Dwarkesh - AGI is still a decade away.md

    178.0 KB35k chars
  • MD

    10 Building makemore

    10 Building makemore.md

    98.5 KB20k chars
  • MD

    11 Let's build the GPT Tokenizer

    11 Let's build the GPT Tokenizer.md

    124.7 KB25k chars
  • MD

    12 Let's reproduce GPT-2 124M

    12 Let's reproduce GPT-2 124M.md

    219.0 KB45k chars