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metal-performance-shaders

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Defensive layer for mlx / mlx-lm / mlx-vlm on Apple Silicon. Prevents IOGPUFamily kernel panics, SIGABRT, and Mac reboots from MLX inference. Includes a community-curated registry of known-panic models (KNOWN_PANIC_MODELS) with hardware contexts, root-cause hypotheses, and verified workarounds.

  • Updated May 25, 2026
  • Python

Native Apple Silicon Metal port of mumax3, extending CUDA based micromagnetic simulation to macOS with MPSGraph FFT and validated physics compatibility.

  • Updated Jul 31, 2026
  • Go

⚡ The fastest micromagnetic simulator on a Mac — 3.3×–30× faster and 5.9×–26× more energy-efficient than every other simulator that runs on Apple Silicon. Native Metal port of mumax³: unmodified .mx3, validated physics, 84M cells on a fanless MacBook Air.

  • Updated Aug 8, 2026
  • Go

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