METHODS AND APPARATUS TO DETERMINE A NUMBER OF DENOISING ITERATIONS FOR MODEL OUTPUT GENERATION

METHODS AND APPARATUS TO DETERMINE A NUMBER OF DENOISING ITERATIONS FOR MODEL OUTPUT GENERATION

Methods, apparatus, systems, and articles of manufacture to determine a number of denoising iterations of model output generation are disclosed. An example apparatus includes at least one programmable circuit to execute a model to generate a plurality of outputs based on a text-based prompt, each of...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Yu, Jean Xu, Barad, Haim Shmuel, Gupta, Harsha
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
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Beschreibung
Zusammenfassung:Methods, apparatus, systems, and articles of manufacture to determine a number of denoising iterations of model output generation are disclosed. An example apparatus includes at least one programmable circuit to execute a model to generate a plurality of outputs based on a text-based prompt, each of the plurality of outputs generated using different numbers of denoising iterations; generate an ordered set of the plurality of outputs based on the number of denoising iterations; determine a plurality of similarities between neighboring outputs in the ordered set of the plurality of outputs; and select a number of denoising iterations based on the plurality of similarities.