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Introducing Apple’s On-Device and Server Found ation Models

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PIM-AI: A Novel Architecture for High-Efficiency LLM Inference

cs.AR · 2024-11-26 · conditional · novelty 5.0

PIM-AI is a simulated DDR5/LPDDR5 processing-in-memory architecture that claims up to 6.94x better cloud TCO per QPS and 6.9-13.4x lower mobile energy per query versus state-of-the-art GPUs and SoCs.

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  • PIM-AI: A Novel Architecture for High-Efficiency LLM Inference cs.AR · 2024-11-26 · conditional · none · ref 62

    PIM-AI is a simulated DDR5/LPDDR5 processing-in-memory architecture that claims up to 6.94x better cloud TCO per QPS and 6.9-13.4x lower mobile energy per query versus state-of-the-art GPUs and SoCs.