Getting Started with WebLLM
BeginnerWebLLM FundamentalsLearn how to run large language models directly in the browser using WebGPU. No server required!
15 min
WebLLM, WebGPU, JavaScript
Tutorials
Step-by-step guides for AI, machine learning, and web development
Train Your LLM from Scratch
AdvancedTrain Your LLM from ScratchA comprehensive guide to training a language model from scratch � from data preparation and tokenization through pretraining, instruction tuning, and reasoning with RLHF/DPO.
2 hours
LLM Training, PyTorch, Pretraining, SFT, LoRA, RLHF, DPO
Understanding Transformer Architecture
IntermediateML FundamentalsA visual guide to the transformer architecture that powers modern LLMs like GPT and LLaMA.
25 min
Deep Learning, NLP, Attention
Antigravity: Try, Fail, Fix — The Fastest Way to Build
BeginnerDeveloper WorkflowStop watching tutorials. Just try it, fail fast, and ask AI. The anti-tutorial manifesto for vibe coders.
5 min
Antigravity, AI Tools, Developer Workflow, Vibe Coding
The CS Vocabulary You Need for Vibe Coding
BeginnerDeveloper WorkflowEvery term, concept, and piece of jargon you need to understand what AI is doing and to express what you want � no code required. Organized by domain: OS, networking, web dev, hardware, Linux, clusters, AI/ML, databases, security, and more.
40 min
Computer Science, Vocabulary, Vibe Coding, Developer Fundamentals
Git Save Game — 用游戏存档理解 Git
BeginnerDeveloper WorkflowAn interactive game that teaches Git internals (Blob, Tree, Commit, Branch, Merge) using the perfect metaphor: RPG game saves.
10 min
Git, Version Control, Interactive