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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/expG_decision_stability/expG_full.log · clear filter

  1. expG: full results — margin gating promoted (AUROC 0.85-0.98), affine 2-bit base dead
    …
    48 trajectories x 4 bit-widths on Qwen3-1.7B; esc@99%: 60/37/5% at
3/4/8-bit; ParetoQ cliff confirmed at naive 2-bit (3% agreement).

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
    Simon-Pierre Boucher committed 7 h ago (Aug 12, 2026) · 1 file changed +23