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john-rocky / apple-silicon-llm-bench

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Reproducible on-device LLM benchmarks for Apple Silicon (iPhone 17 Pro, M4 Max): Apple Core AI vs MLX vs llama.cpp vs Core ML, same model, same harness — e.g. Qwen3-0.6B decode 181 tok/s (Core AI GPU) vs 112 (MLX) on iPhone 17 Pro; hybrid Mamba-2 models (Nemotron-3 Nano, Granite-4.0-H) included.

macos ios benchmark granite mlx coreml core-ai on-device-ai apple-silicon llm llama-cpp llm-inference nemotron tokens-per-second m4-max apple-core-ai hybrid-mamba iphone-17-pro
  • Updated Sep 4, 2026
  • Python

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