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alexlitz

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Tue, Mar 19, 2019, 3:06 AM UTC
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About alexlitz

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Recent public activity

  1. story
  2. comment
    Comment #47370316

    The buried lede is this, if you have two dimensions and use rope, and hard-max attention you could simply store addresses as a given theta. With RoPE and sufficient precision that …

  3. comment
    Comment #47205068

    > It baffles me that somebody capable of this kind of work would find this surprising. I should be clear I was not surprised that: 1) It struggled particularly hard with this sort …

  4. comment
    Comment #47197810

    Yeah that is plausible enough.

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    Comment #47191916

    Yeah basically it is an implementation detail but most of them are zero, there is an equivalent 14 parameter sparse matrix for that.

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    Comment #47189776

    I imagine getting things to be polysemantic in a way that does not interfere would lead to sublinear scaling. Also there are smaller ones that were trained so would still be more l…

  7. comment
    Comment #47189547

    For one the specific 36 parameter version is impossible without float64 so you might guess the corollary that it is not exactly amenable to being found by gradient descent. I think…

  8. story
  9. comment
    Comment #47189502

    I made a blogpost on my submission (currently the top handwritten one at 36 parameters) https://alexlitzenberger.com/blog/building_a_minimal_transfo...

  10. story