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Victor Muryn

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#machine learning Preprint Oct 2026

Evaluating the Applicability of LLM Inference Optimizations on Apple Silicon

Apple Silicon is among the most widely used platforms for local LLM inference, yet nearly all inference optimizations are designed and validated on server-class NVIDIA GPUs under batched serving workloads. Which optimizations retain their benefits when moved to Apple Silicon, and what determines their applicability? We...

Kyrylo Yemets, Andrii Yaroshevych, Victor Muryn et al. · 0 citations

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