在24GB内存的M4上运行本地模型
本文探讨了如何在配备24GB内存的Apple M4芯片设备上运行本地大语言模型，涵盖了模型选择、性能优化和实际部署经验。作者分享了在本地环境下运行AI模型的内存管理技巧和推理速度测试结果，为在Apple Silicon设备上进行本地AI开发提供了实用指南。
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Local models for coding agents remain impractical due to fragmentation, poor tool streaming, and excessive configuration. The author advocates focusing on one model-engine-hardware combo, highlighting ds4.c (DeepSeek V4 Flash on high-end Macs) integrated into Pi as a step toward a polished, zero-config local experience.