FlashAttention Half Two: An intuitive introduction to the eye mechanism, with real-world analogies, easy visuals, and plain narrative. Part I of this story is now stay.
Within the previous chapter, I launched the FlashAttention mechanism from a high-level perspective, following an “Clarify Like I’m 5” (ELI5) method. This methodology resonates with me probably 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 will’t skip if we’re aiming to spice it up later. Perceive it first, enhance it subsequent. There’s no means round it.
By now, you’ve possible skimmed via a plethora of articles concerning the consideration mechanism and watched numerous YouTube movies. Certainly, consideration is a famous person on the planet 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 sources which have impressed me. I’ll persist with our tried-and-tested components of using analogies, however I’ll additionally incorporate a extra visible method. Echoing my earlier sentiment (on the danger of sounding like a damaged…