MHA · fused QKV+chunk · MQA/GQA · KV cache · FlashAttention · RoPEMHA · fused QKV+chunk · MQA/GQA · KV cache · FlashAttention · RoPE
AI 秋招面试 Cheat Sheet，一个链接看全部AI-interview cheat sheets — everything from one link
每篇：公式推导 + 可运行代码；绝大多数附 25 道高频题（L1 必会 / L2 进阶 / L3 顶级 lab），题数见卡片。中英双语，单文件 HTML，手机上直接读。Each sheet: derivations + runnable code; nearly all carry 25 interview questions (L1 / L2 / L3) — the count is on the card. Bilingual, single-file HTML, reads fine on a phone.
35 篇sheets8 个方向categories中 / EN 双语bilingual短地址short address easyaioffer.github.io跨模型审查后发布cross-model reviewed
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🧠 基础Foundations 7
🎯 后训练与推理Post-Training & Reasoning 4
🏛️ 架构与系统Architecture & Systems 8
🌊 生成模型理论Generative Theory 3
🎨 生成系统Generation Systems 6
👁️ 多模态Multimodal 1
🤖 AgentAgents 5
🦾 具身与世界模型Embodied & World Models 2
第一方的 World Models 篇在前；具身题库由社区作者维护、外站托管，有帮助的话去源仓库点个 ⭐ 谢谢作者。The World Models sheet is first-party; the embodied Q&A bank is community-maintained and hosted elsewhere — star the source repo to thank the author.
📝 长文 BlogLong-form Blogs 3
三篇中文长文：世界模型架构、连续扩散语言模型综述、扩散与表征学习。Three Chinese long reads: a world-model architecture, a survey of continuous diffusion LMs, diffusion meets representation learning.
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