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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candidate_01 v2 results: q8-equivalent quality with q4 resident (bf16 judge)
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verify-all -0.1297 vs pure-q8 -0.1328 at 237 MB/token (9x under checkpoint); tunable tau continuum 47%/83%/100% of quality gap. Charter 16.D/E criteria met at 1.7B scale. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>