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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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# project: localvm-research document: expE_partial_gemm/hypothesis author: Simon-Pierre Boucher contact: contact@spboucher.ai created: 2026-08-11 status: draft

# Hypothesis — expE_partial_gemm

text
Hypothesis
  <what we believe and why>

Falsification criterion
  <the concrete measurable outcome that would prove this wrong>

Method
  <exact procedure, model(s), data, seeds, measurement points>

Baseline
  <what this is compared against — no straw men>

Result
  <filled after the run: numbers, with mean/median/std and run count>

Interpretation
  <what the numbers mean; alternative explanations considered>

Next experiment
  <the most informative follow-up given this result>