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Zyphra says ZYFA keeps more weights and finishes in fewer clock cycles

AIZyphra says rounding small weights to zero makes fewer bits switch, letting AITER run at a higher clock on real inputs but reducing accuracy. Its ZYFA method preserves more of those weights and still finishes sooner because it needs fewer clock cycles.
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Numerics affect hardware behavior. Rounding small weights to zero makes fewer bits switch, allowing AITER to run at a higher clock on real inputs, but harming its accuracy.

ZYFA preserves more of those weights and still finishes sooner, due to requiring fewer clock cycles.

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Zyphra · x.comPublished · added here

Original title: Numerics affect hardware behavior. Rounding small weights to zero makes fewer bits switch, allowing AITER to run at a higher clock on rea...

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