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staredtoday at 6:49 PM2 repliesview on HN

I am curious what's the actual formula.

I mean, there so many headers and layers, it is tricky to make a choice that will resonate with our intuition . Is it some weighted average? Or maybe ablation test?


Replies

ifztoday at 7:00 PM

It's really simple, basically just the magnitude of the value vector, weighted by QK dot product, summed across all attention heads and layers.

When I started, I expected I'd have to experiment a lot to find something comprehensible. But this simple computation can already show some patterns.

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visargatoday at 7:18 PM

If you want quick access look at google images for "transformer attention formula" there are some interesting depictions