A Mathematical Framework for Transformer Circuits (2021)

(transformer-circuits.pub)

55 points | by Bluestein 4 hours ago

4 comments

  • _jayhack_ 11 minutes ago
    Shocking to me how little interest the general public has in mechinterp given the alien capabilities demonstrated by LLMs - this and the subsequent transformer-circuits.pub publications will be seen as classic, foundational work in a few years
  • myself248 3 hours ago
    Nothing about B-H curves or magnetization current, must be that other kind of transformer, in that other kind of circuit.
    • greenbit 40 minutes ago
      Someone should step up and rectify that, there's a lot of potential for confusion.
  • amelius 3 hours ago
    > A previous project, the Distill Circuits thread, has attempted to reverse engineer vision models, but so far there hasn’t been a comparable project for transformers or language models.

    How successful was that?

  • oofbey 1 hour ago
    I’ve tried reading this many times. But it’s sooooo long. Is it worth it?