Saikat's notes on AI
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  • Hello world!
  • 🚀LLM
    • The Evolution of Language Models: From Word2Vec to GPT-4
  • Best LLM Resources on the internet
  • MPT-7B: A Revolutionary Leap in Language Models
  • From Rules to Vectors: How NLP Changed Over Time
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  • Talks
  • Lecture Videos
  • Courses
  • Blogs

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Best LLM Resources on the internet

Talks

  • The Amazing AI Super Tutor for Students and Teachers | Sal Khan | TED

Lecture Videos

  • Let's build GPT: from scratch, in code, spelled out by Andrej Karpathy

  • GPT-4 - How does it work, and how do I build apps with it? - CS50 Tech Talk

  • Large Language Models from scratch: part 1 + part 2

Courses

  • CS 324 - Large Language Models

  • NLP Course by Huggingface : a really great course for understanding transformers, which is the backbone for LLMs.

  • COS 597G: Understanding Large Language Models

  • CSCI 601.771: Self-supervised Statistical Models

Blogs

  • https://jalammar.github.io => intuitive posts on language models & transformers. Great visuals.

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