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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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decomposition_progressive.md Phase 1: literature sweep complete — 5 theme notes, ~300-source... 7 h ago
out_of_core_memory_systems.md Phase 1: literature sweep complete — 5 theme notes, ~300-source... 7 h ago
quantization.md Phase 1: literature sweep complete — 5 theme notes, ~300-source... 7 h ago
README.md Bootstrap: charter-compliant skeleton, header enforcement, hardware... 7 h ago
sparsity_pruning.md Phase 1: literature sweep complete — 5 theme notes, ~300-source... 7 h ago
speculation_error_stability.md Phase 1: literature sweep complete — 5 theme notes, ~300-source... 7 h ago