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.
Python 63.2%
JavaScript 23.5%
CSS 11.8%
Shell 0.9%
Makefile 0.5%
-
Wed, Aug 12, 2026 1
-
expG: full results — margin gating promoted (AUROC 0.85-0.98), affine 2-bit base dead
…
48 trajectories x 4 bit-widths on Qwen3-1.7B; esc@99%: 60/37/5% at 3/4/8-bit; ParetoQ cliff confirmed at naive 2-bit (3% agreement). Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
-