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2 Commits

Author SHA1 Message Date
Gan, Jimmy cc10540e9e docs: add lessons-learned with all optimization insights
Covers: launchd management, Dell hub power, batch tuning,
thread count per arch, KV cache quantization, MTP speculation,
flash attention, router mode vs two-servers, context sizing,
swap monitoring.
2026-07-10 02:33:30 +08:00
Gan, Jimmy 3994e29cb0 Initial: llama.cpp router mode optimization guide for Apple Silicon
Full documentation of optimizing two LLMs on a single M5 Max GPU:
- KV cache quantization (Q4_0)
- Flash attention and batch tuning
- Router mode with --models-max 1
- Per-model thread optimization via INI presets
- Before/after benchmarks (12→48 t/s on 27B, 23→132 t/s on 35B)
2026-07-10 02:27:36 +08:00