spb/localvm-research Public License
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.
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expD: progressive residual-ladder benchmark + hypothesis; shared decision_stats lib
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Residual ladders 3/3+3/3+3+3 and 4/4+4 bits (affine g64), teacher-forced convergence, two-tier margin-gated policies, hidden-state error by depth. Shared utilities extracted to src/localvm/quality/decision_stats.py. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>