Toddler Urdu Qaidah Learning vs Learning Transformer

An urdu language educational kids app to understand pre urdu book with colourful graphical images and attractive voice pronunciation. It covers the modules of alphabet, complex word, shape, colour, animal, birds, vegetable, fruit, insects and body parts. Highly recommend for pre-school, kindergarten, playgroup and nursery class student to enhance basic learning knowledge.

A Transformer, built by hand and shown one step at a time. Twenty-three screens follow "Attention Is All You Need" (Vaswani et al., 2017) in the paper's own order: a word becoming numbers, the three vectors, the scores, the softmax, four heads merged into one, the mask, the second attention, and the loop that writes one word at a time. What this is not: a trained model. Every weight here was set by hand, so that each one can be read in a single line. Nine numbers stand for a word instead of 512. One encoder layer and one decoder layer instead of six of each. Four heads, four words of vocabulary, one short sentence. What it is: the paper's arithmetic at a size you can check by hand. Every number on every screen is computed while you look at it — no videos, no quizzes, no account, no network. Steps 1 to 10 are free. Steps 11 to 23 are one purchase, made once and kept.