Saikat's notes on AI
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Saikat's notes on AI
  • Hello world!
  • πŸš€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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Best LLM Resources on the internet

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Talks

  • The Amazing AI Super Tutor for Students and Teachers | Sal Khan | TEDarrow-up-right

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Lecture Videos

  • Let's build GPT: from scratch, in code, spelled outarrow-up-right by Andrej Karpathy

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

  • Large Language Models from scratch: part 1arrow-up-right + part 2arrow-up-right

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Courses

  • CS 324 - Large Language Modelsarrow-up-right

  • NLP Course by Huggingfacearrow-up-right : a really great course for understanding transformers, which is the backbone for LLMs.

  • COS 597G: Understanding Large Language Modelsarrow-up-right

  • CSCI 601.771: Self-supervised Statistical Modelsarrow-up-right

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Blogs

  • https://jalammar.github.ioarrow-up-right => intuitive posts on language models & transformers. Great visuals.

Previous[8] GPT2 - Language Models are Unsupervised Multitask Learnerschevron-leftNextMPT-7B: A Revolutionary Leap in Language Modelschevron-right

Last updated 2 years ago

  • Talks
  • Lecture Videos
  • Courses
  • Blogs