| ▲ | stared 6 hours ago | |||||||
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? | ||||||||
| ▲ | ifz 6 hours ago | parent | next [-] | |||||||
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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| ▲ | visarga 6 hours ago | parent | prev [-] | |||||||
If you want quick access look at google images for "transformer attention formula" there are some interesting depictions | ||||||||