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 scale: StreamingVerifier (per-layer materialize->compute->re-lazify) + 32B benchmark
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q4-32B resident (17.5 GB) + q8-32B (34.8 GB) layer-streamed from SSD per sweep; peak residency = base + a few layers; SSD sees one sequential checkpoint pass per sweep. Judge: independent 8B bf16. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>