A diagram of attention in a sentence. The sentence "The bank was steep and muddy" runs left to right. Each word is a colored token block. Above the sentence, curved arrows of varying thickness connect each token to every other token, showing attention weights. The arrow from "bank" to itself is thick (self-attention). The arrows from "steep" and "muddy" pointing back to "bank" are very thick (strong attention). The arrows from "the" and "and" are thin (weak attention). A red token "?" floats to the right, the next token being predicted, with thick arrows reaching back to "bank", "steep", and "muddy". Label at top: "Attention — Weighted Relevance". Clean, explanatory diagram style.

A diagram of attention in a sentence. The sentence "The bank was steep and muddy" runs left to right. Each word is a colored token block. Above the sentence, curved arrows of varying thickness connect each token to every other token, showing attention weights. The arrow from "bank" to itself is thick (self-attention). The arrows from "steep" and "muddy" pointing back to "bank" are very thick (strong attention). The arrows from "the" and "and" are thin (weak attention). A red token "?" floats to the right, the next token being predicted, with thick arrows reaching back to "bank", "steep", and "muddy". Label at top: "Attention — Weighted Relevance". Clean, explanatory diagram style. | Brainrot Research