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Running LLMs larger than memory on a consumer Mac — falsification-driven research: margin-gated deferred refinement, out-of-core verification on Apple Silicon. TR-01 published.

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1---2project: localvm-research3document: benchmarks/baselines/README4author: Simon-Pierre Boucher5contact: contact@spboucher.ai6created: 2026-08-117status: draft8---910# benchmarks/baselines1112Baseline configurations: llama.cpp (Metal), MLX native, mmap streaming, offload.13