Comparing **memory-mapped (mmaped) model weights** versus **copying all weights into private buffers** on macOS involves trade-offs between memory efficiency, startup latency, runtime performance, and system resource management. Below is a detailed comparison across key dimensions:

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### 1. **Memory Usage**