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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%
NameLast commitUpdated
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analysis.md expG@8B: favorable scaling; candidate_01 first run: bytes pass, metric... 5 h ago
benchmark.py expG: decision-stability benchmark + hypothesis + cross-domain eval... 5 h ago
expG_8B.log candidate_01: fix truncating final-window rollback; verify EOS... 5 h ago
expG_full.log expG: full results — margin gating promoted (AUROC 0.85-0.98), affine... 5 h ago
hypothesis.md expG: full results — margin gating promoted (AUROC 0.85-0.98), affine... 5 h ago
README.md Bootstrap: charter-compliant skeleton, header enforcement, hardware... 6 h ago