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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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expA_weight_concentration expA+expB: NEGATIVE results — no pageable/cacheable dynamic sparsity... 5 h ago
expB_token_stability expA+expB: NEGATIVE results — no pageable/cacheable dynamic sparsity... 5 h ago
expC_semantic_locality Bootstrap: charter-compliant skeleton, header enforcement, hardware... 6 h ago
expD_progressive_reconstruction expD: results — progressive coding validated, two-tier policy 97.6% @... 5 h ago
expE_partial_gemm Bootstrap: charter-compliant skeleton, header enforcement, hardware... 6 h ago
expF_error_accumulation expF: NEGATIVE result — quantization damage diffuse across depth, no... 5 h ago
expG_decision_stability expG@8B: favorable scaling; candidate_01 first run: bytes pass, metric... 5 h ago
expH_ssd_feasibility expH: full run results + analysis — SSD ceiling ~13.1 GB/s... 6 h ago