Consideration is all you want, however the span is proscribed.
FlashAttention Half Two: An intuitive introduction to the eye mechanism, with real-world analogies, easy visuals, and plain narrative. Half I of this story is now stay.
Within the earlier chapter, I launched the FlashAttention mechanism from a high-level perspective, following an “Clarify Like I’m 5” (ELI5) strategy. This technique resonates with me essentially the most; I all the time attempt to attach difficult ideas to real-life analogies, which I discover aids in retention over time.
Subsequent up on our instructional menu is the vanilla consideration algorithm — a dish we are able to’t skip if we’re aiming to spice it up later. Perceive it first, enhance it subsequent. There’s no approach round it.
By now, you’ve doubtless skimmed by means of a plethora of articles concerning the consideration mechanism and watched numerous YouTube movies. Certainly, consideration is a celebrity on the earth of AI, with everybody desperate to collaborate on a function with it.
So, I’m additionally leaping into the highlight to share my tackle this celebrated idea, adopted by a shoutout to some assets which have impressed me. I’ll persist with our tried-and-tested method of using analogies, however I’ll additionally incorporate a extra visible strategy. Echoing my earlier sentiment (on the danger of sounding like a damaged…
