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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 results/expG_decision_stability/20260812T051129Z/results.json · clear filter

  1. candidate_01: fix truncating final-window rollback; verify EOS decisions; loop safety bound
    …
    Diagnostic: q8 prefill-vs-decode argmax divergence = 1.56% — the
fidelity ceiling for any teacher-forced verification on Metal.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
    Simon-Pierre Boucher committed 7 h ago (Aug 12, 2026) · 1 file changed +3,171