spb/localvm-research

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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.

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Wed, Aug 12, 2026 1

candidate_01 32B scale run: charter 16.A/B demonstrated in prototype form

…

q8-32B (does not fit beside base on 48 GB) streamed at ~11.6 GB/s
sequential; +0.28 nats over pure-q4 (only fitting alternative);
3.72 GB/token logical (9.4x under checkpoint); 1.69 tok/s with
measured headroom.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

Simon-Pierre Boucher committed 1 mo ago · 1 file +52