The Little Book of Generative AI Foundations: An Intuitive Mathematical Primer

 (arxiv.org)

94 points | by ibobev 1 hour ago

6 comments

  • prideout 1 hour ago
    My favorite little book is François Fleuret's: The Little Book of Deep Learning https://fleuret.org/francois/lbdl.html
    [-]
    • arcanemachiner 52 minutes ago
      I love how that site offers a phone-formatted PDF as an option. How thoughtful!
    • CamperBob2 37 minutes ago
      It's a nice treatment of the subject, but I wish he would post a conventionally-formatted .PDF that puts every on a full sheet of standard printer paper.
      [-]
  • p1esk 2 minutes ago
    Wow, this book is surprisingly readable! I like how he starts from basics of linear algebra.
  • nblgbg 4 minutes ago
    Are there any deep learning books with some problems to solve ?
  • minimaxa 7 minutes ago
    Appreciated, I drop all of these into a RAG folder for when I need them later on in projects.

    8Gb of whitepapers/books...

  • amplifydev 50 minutes ago
    Interesting!

    Is there any one who have recommended books on the attention architecture specifically? I have been interested in that for a long time but never gotten around to actually studying it.

    [-]