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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# =============================================================================2#  Project   : localvm-research3#  File      : CITATION.cff4#  Purpose   : Citation metadata for the research repository5#  Author    : Simon-Pierre Boucher6#  Contact   : contact@spboucher.ai7#  Created   : 2026-08-118#  Modified  : 2026-08-119#  Platform  : macOS / Apple Silicon (arm64)10#  License   : All rights reserved (research code)11# =============================================================================12cff-version: 1.2.013message: "If you use this research, please cite it as below."14title: "localvm-research: out-of-core execution of large pretrained LLMs on consumer Apple Silicon"15authors:16  - family-names: "Boucher"17    given-names: "Simon-Pierre"18    email: "contact@spboucher.ai"19date-released: "2026-08-11"20version: "0.0.1"21