Equation 27 · Part 1 · How a Model Actually Gets Small Enough to Run on a Phone
Symbol b
What this part means
b is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.
Its job in the formula
b is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.
Full expression→Symbol b→Article meaning
The passage around this formula
for a signed integer of b bits. An 8-bit integer has 2^8=256 representable levels; a 4-bit integer has 2^4=16 . That sixteen-fold reduction in available codes is the entire cost of quantization in one number. Treating the rounding error as approximately uniform over one quantization step s , its expected squared magnitude is the classical result
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.
Open the illustrated variables: a letter stands for a value guide →
See this notation across published equations →
Sources cited in the article section
These citations provide research context; check each source for the exact claim it supports.