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Apple’s New CoreAI Engine Barely Edges Out Its Own MLX Framework At Realistic 8B Model Sizes, Despite Being 2.47x Faster On Tiny Models

The Apple logo is prominently displayed in the center with colorful, abstract figures in the foreground and a pastel gradient background.

Apple has finally debuted CoreAI, which is a successor to its CoreML engine that had reigned supreme for around 9 years, bringing with it format-agnostic inferencing and support for large-model memory footprints. Even so, initial tests are painting a much more nuanced picture of Apple's new AI framework and, in turn, its on-device models. New benchmark tests show Apple's CoreAI "converges to a near-tie [with MLX] at a realistic 8B" model size for decoding For the benefit of those who might not be aware, Apple launched its CoreML machine-learning framework back in 2017 to primarily run smaller, static machine-learning tasks […]

Read full article at https://wccftech.com/apples-new-coreai-engine-barely-edges-out-its-own-mlx-framework-at-realistic-8b-model-sizes-despite-being-2-47x-faster-on-tiny-models/

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