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  5. Unified Memory
Infrastructure & Hardware

Unified Memory

Unified memory is a memory architecture where CPU and GPU share the same physical memory pool, eliminating copies between them — Apple Silicon's key advantage for local AI inference.

Ask Melo about this← all terms

In a unified memory architecture the CPU, GPU, and neural engine all access a single pool of DRAM through the same memory controller and address space, so tensors never need to be copied across a bus. Apple's M-series chips use this design, allowing a MacBook with 128 GB of unified memory to load models that would require multi-GPU setups on discrete hardware, though at lower memory bandwidth than dedicated HBM.

Related terms

VRAMEdge InferenceMemory BandwidthHigh-Bandwidth MemoryGraphics Processing UnitDistributed Training

Where Unified Memory comes up

  • Claude Unified Memory: Chat and Cowork Share One Context Layer
  • DGX Spark 64GB: What $4,999 Actually Buys on Oct 23
  • Apple Ran a 1-Trillion-Parameter Model on a Mac Studio, Aimed at Nvidia
  • Mac Studio M5 Max and M5 Ultra: On-Device AI for Builders Who Outgrew the Mini