spb/localvm-research

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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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Wed, Aug 12, 2026 1

expF: NEGATIVE result — quantization damage diffuse across depth, no layer leverage

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1.5x sensitivity spread (kill <2x); top-29% of layers repair only 24%
of lost agreement; masking + cooperative repair effects documented.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

Simon-Pierre Boucher committed 1 mo ago · 1 file +27