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[Solved] Mac Studio M2 Max Local LLM / MLX Framework Unified Memory Allocation Out-of-Memory Panic (macOS Sonoma 14.7) – Verified Troubleshooting

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Home › Forums › Apple Silicon, Terminal & Developer Tools › [Solved] Mac Studio M2 Max Local LLM / MLX Framework Unified Memory Allocation Out-of-Memory Panic (macOS Sonoma 14.7) – Verified Troubleshooting

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  • #14061
    Lawrence Simmons
    Senior Specialist (Lvl 8)
    Diagnostic Hardware Specs: Mac Studio M2 Max (64GB) | OS Version: macOS Sonoma 14.7 | Archive Source: Apple Support Community #256835901

    I am running into a persistent issue on my Mac Studio M2 Max (64GB) running macOS Sonoma 14.7.
    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: 22.2GB)

    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 Pro (36GB) | Studio Display | Magic Mouse & Trackpad | Salt Lake City, UT
    Product Designer & Design Systems Lead | "Verified Apple Discussions Archive"
    #14062
    Noah Snyder
    Certified Tech (Lvl 5)
    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.

    iPad Pro 13″ M4 (Magic Keyboard + Cellular) | iPhone 15 Pro | Perth, AU
    Apple Certified Support Professional (ACSP) | Digital Nomad & Travel Filmmaker
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