Comment by janalsncm

Let’s suppose we have 10k possible tokens in the vocabulary.

Then text would be an image 10k pixels tall and N pixels wide, where N is the length of the text.

For each column, exactly 1 pixel is white (corresponding to the word which is there) and the rest are black.

Then the diffusion process is the same. Repeatedly denoising.