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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.

Python 63.2% JavaScript 23.5% CSS 11.8% Shell 0.9% Makefile 0.5%

History of experiments/micro/expF_error_accumulation/expF_full.log · clear filter

  1. expF: NEGATIVE result — quantization damage diffuse across depth, no layer leverage
    …
    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 6 h ago (Aug 12, 2026) · 1 file changed +27