Equation 10 · Part 3 · Building a Multimodal AI Application That Actually Uses Its Inputs
Symbol h
What this part means
the image’s pixel dimensions after any provider-side resize.
Its job in the formula
h occurs above the fraction bar. The numerator is divided by the entire denominator below it.
Full expression→Symbol h→Article meaning
Where the article explains it
where w and h are the image’s pixel dimensions after any provider-side resize and P is that provider’s patch edge length in pixels.
The passage around this formula
Image and video inputs are priced by tokenization rules that are public, mechanical, and different enough across vendors that a workload’s cost cannot be estimated from a single provider’s numbers and assumed to generalise. The general form, common to every tiling or patch-based image tokenizer, is . where w and h are the image’s pixel dimensions after any provider-side resize and P is that provider’s patch edge length in pixels. The formula is the same shape everywhere; the constant P , the resize rule applied before it, and the price per resulting token are what an integrator actually has to look up and budget against.
Learn the underlying idea
A variable is a named place for a value. Its letter is a local label: x can mean position in one formula and a data point in another.
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Sources cited in the article section
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