A Mathematical Framework for Transformer Circuits (2021)

(transformer-circuits.pub)

63 points | by Bluestein 7 hours ago ago

15 comments

  • myself248 6 hours ago

    Nothing about B-H curves or magnetization current, must be that other kind of transformer, in that other kind of circuit.

    • greenbit 3 hours ago

      Someone should step up and rectify that, there's a lot of potential for confusion.

      • ziofill 3 hours ago

        This comment is hysteresical

        • Bluestein 3 hours ago

          I find it polarizing.-

          • thatspartan 2 hours ago

            It can be quite eddyfying

            • pooyamo an hour ago

              A harmonious comment about an impedance mismatch quickly spiraled into a galvanizing flow

              • greenbit 8 minutes ago

                It's just that HN is currently saturated with this kind of thing

  • _jayhack_ 2 hours 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

  • amelius 6 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 4 hours ago

    I’ve tried reading this many times. But it’s sooooo long. Is it worth it?