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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%
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20260812T043757Z expF: NEGATIVE result — quantization damage diffuse across depth, no... 5 h ago
20260812T043945Z expF: NEGATIVE result — quantization damage diffuse across depth, no... 5 h ago