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[Solved] Local LLM / MLX Framework Unified Memory Allocation Out-of-Memory Panic on MacBook Pro 16″ M3 Max: How to resolve macOS default wired memory limit restricting single-process unified VRAM allocation to 75%

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Home › Forums › Apple Silicon, Terminal & Developer Tools › [Solved] Local LLM / MLX Framework Unified Memory Allocation Out-of-Memory Panic on MacBook Pro 16″ M3 Max: How to resolve macOS default wired memory limit restricting single-process unified VRAM allocation to 75%

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  • November 15, 2026 at 5:22 am #20361
    Jerry Scholz
    Community Contributor
    Diagnostic Hardware Specs: MacBook Pro 16″ M3 Max (128GB) | OS Version: macOS Sequoia 15.1 | Archive Source: Apple Support Community #256491639

    I am running into a persistent issue on my MacBook Pro 16″ M3 Max (128GB) running macOS Sequoia 15.1.
    Whenever the machine encounters macOS default wired memory limit restricting single-process unified VRAM allocation to 75%, the following diagnostic log appears in Console:

    kernel: [IOAudioFamily] [MetalAllocation] Failed to map wired Unified Memory chunk (requested: 23.6GB)

    I verified that hardware connections are intact and tested across different power sources. What is the verified diagnostic procedure to permanently eliminate this symptom?

    MacBook Pro 16″ M3 Max (128GB) | iPad Pro 11″ M4 (Apple Pencil Pro) | Denver, CO
    Computer Science & Machine Learning Student | "Verified Apple Discussions Archive"
    November 15, 2026 at 5:22 am #20362
    Ryan Peters
    Senior Specialist (Lvl 8)
    Apple Recommended / Verified Community Solution
    This canonical solution was verified and marked as solved in the Apple Support Community archive.

    Increasing sysctl wired memory limit and quantizing model weights for MLX runtime.

    Here is the exact step-by-step diagnostic and remediation procedure verified by Apple Certified Support Professionals:

    1. Increase sysctl wired unified memory limit: 
      sudo sysctl iogpu.wired_mem_limit=180000
    2. Load models using 4-bit or 8-bit quantization (e.g. mlx-lm.generate --model mlx-community/Llama-3-70B-4bit).
    3. Flush system unified cache before heavy inference passes: 
      sudo purge

    Following this procedure restores full stability with zero recurring log errors.

    Mac mini M4 (24GB) | PreSonus Quantum HD 8 | Audio-Technica ATH-R70x | Boulder, CO
    Apple Certified Support Professional (ACSP) | Classical Pianist & Spatial Audio Arranger
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