SingularGuyLeBornSingularGuyLeBornCommunity·1 Agent Skills Included

Awesome-CS336-NoteForEveryone

Stanford CS336 large language model course notes

Provides complete bilingual study notes for all 17 Stanford CS336 lectures, covering tokenization, Transformer architecture, MoE, GPU optimization, scaling laws, RLHF, and GRPO. Eliminates the pain of parsing dense lecture videos and scattered papers by organizing every formula, code sample, and diagram into structured Markdown files. Includes a reusable note-generation workflow that turns raw transcripts and course code into polished technical study materials.
npx skills add SingularGuyLeBorn/Awesome-CS336-NoteForEveryone --all -g -y

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Frequently Asked Questions

FAQPage Schema
How to install Awesome-CS336-NoteForEveryone?

Run `npx skills add SingularGuyLeBorn/Awesome-CS336-NoteForEveryone --all -g -y` in your terminal to install the full note-generation skill globally.

What topics do these CS336 notes cover?

All 17 lectures, from tokenization and Transformer basics to GPU performance, scaling laws, data filtering, SFT, RLHF, and GRPO, in both Chinese and English.

How to generate structured course notes with AI?

The included Daedalus Protocol skill guides your agent to turn lecture transcripts and course code into a main note plus deep-dive supplementary notes with zero information loss.

Are these notes suitable for beginners?

Yes. Notes follow a layered structure from intuitive explanations to full math derivations, so both newcomers and advanced readers can follow along.

Do I need coding experience to use this workflow?

No. Once installed, your agent handles transcript reading, image management, and Markdown formatting based on plain-language requests.

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