Martin's Blog https://martincao.cc/ Recent content on Martin's Blog Hugo -- gohugo.io zh-cn i@martincao.cc (Martin Cao) i@martincao.cc (Martin Cao) Copyright © 2025 Martin Cao. All rights reserved. Wed, 27 May 2026 00:00:00 +0000 CS336 Lecture 1 - Tokenization https://martincao.cc/note/stanford-cs336/cs336-lecture-1---tokenization/ Wed, 01 Apr 2026 00:00:00 +0000 i@martincao.cc (Martin Cao) https://martincao.cc/note/stanford-cs336/cs336-lecture-1---tokenization/ CS336 Lecture 2 - 1. Memory Accounting https://martincao.cc/note/stanford-cs336/cs336-lecture-2---1.-memory-accounting/ Tue, 07 Apr 2026 00:00:00 +0000 i@martincao.cc (Martin Cao) https://martincao.cc/note/stanford-cs336/cs336-lecture-2---1.-memory-accounting/ CS336 Lecture 2 - 2. Compute Accounting https://martincao.cc/note/stanford-cs336/cs336-lecture-2---2.-compute-accounting/ Tue, 07 Apr 2026 00:00:00 +0000 i@martincao.cc (Martin Cao) https://martincao.cc/note/stanford-cs336/cs336-lecture-2---2.-compute-accounting/ CS336 Lecture 2 - 3. Full Example https://martincao.cc/note/stanford-cs336/cs336-lecture-2---3.-full-example/ Tue, 05 May 2026 00:00:00 +0000 i@martincao.cc (Martin Cao) https://martincao.cc/note/stanford-cs336/cs336-lecture-2---3.-full-example/ CS336 Lecture 2 - 4. More Memory Optimizations https://martincao.cc/note/stanford-cs336/cs336-lecture-2---4.-more-memory-optimizations/ Fri, 08 May 2026 00:00:00 +0000 i@martincao.cc (Martin Cao) https://martincao.cc/note/stanford-cs336/cs336-lecture-2---4.-more-memory-optimizations/ CS336 Lecture 3 - Architectures and Hyperparameters https://martincao.cc/note/stanford-cs336/cs336-lecture-3---architectures--hyperparameters/ Wed, 13 May 2026 00:00:00 +0000 i@martincao.cc (Martin Cao) https://martincao.cc/note/stanford-cs336/cs336-lecture-3---architectures--hyperparameters/ CS336 Lecture 4 - Attention Alternatives and Mixture of Experts https://martincao.cc/note/stanford-cs336/cs336-lecture-4---attention-alternatives-and-mixture-of-experts/ Sun, 24 May 2026 00:00:00 +0000 i@martincao.cc (Martin Cao) https://martincao.cc/note/stanford-cs336/cs336-lecture-4---attention-alternatives-and-mixture-of-experts/ CS336 Lecture 5 - GPUs https://martincao.cc/note/stanford-cs336/cs336-lecture-5---gpus/ Wed, 27 May 2026 00:00:00 +0000 i@martincao.cc (Martin Cao) https://martincao.cc/note/stanford-cs336/cs336-lecture-5---gpus/ 线性判别分析（Fisher 判别） https://martincao.cc/note/design-and-practice-of-intelligent-internet-of-things-machine-learning/fisher-lda/ Thu, 16 Apr 2026 00:00:00 +0000 i@martincao.cc (Martin Cao) https://martincao.cc/note/design-and-practice-of-intelligent-internet-of-things-machine-learning/fisher-lda/ Provisioning a Highly-Available Production Kubernetes Cluster https://martincao.cc/blog/provisioning-a-highly-available-production-kubernetes-cluster/ Wed, 12 Nov 2025 00:00:00 +0000 i@martincao.cc (Martin Cao) https://martincao.cc/blog/provisioning-a-highly-available-production-kubernetes-cluster/ 迷失在东京地铁的第一天 —— 日本铁道生存指南 https://martincao.cc/blog/%E8%BF%B7%E5%A4%B1%E5%9C%A8%E4%B8%9C%E4%BA%AC%E5%9C%B0%E9%93%81%E7%9A%84%E7%AC%AC%E4%B8%80%E5%A4%A9--%E6%97%A5%E6%9C%AC%E9%93%81%E9%81%93%E7%94%9F%E5%AD%98%E6%8C%87%E5%8D%97/ Sat, 22 Feb 2025 22:11:57 +0800 i@martincao.cc (Martin Cao) https://martincao.cc/blog/%E8%BF%B7%E5%A4%B1%E5%9C%A8%E4%B8%9C%E4%BA%AC%E5%9C%B0%E9%93%81%E7%9A%84%E7%AC%AC%E4%B8%80%E5%A4%A9--%E6%97%A5%E6%9C%AC%E9%93%81%E9%81%93%E7%94%9F%E5%AD%98%E6%8C%87%E5%8D%97/ https://martincao.cc/mail/ Mon, 01 Jan 0001 00:00:00 +0000 i@martincao.cc (Martin Cao) https://martincao.cc/mail/ About me https://martincao.cc/about/ Mon, 01 Jan 0001 00:00:00 +0000 i@martincao.cc (Martin Cao) https://martincao.cc/about/