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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1loading reference mlx-community/Qwen3-1.7B-bf16 …2
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Fetching 9 files: 100%|██████████| 9/9 [00:00<00:00, 5306.26it/s]3 generated code4 generated math5 generated chat6 generated french7 generated english8 generated reasoning9reference generation done in 49s (48 trajectories)10quantizing to 2-bit (group 64) …11
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Fetching 9 files: 100%|██████████| 9/9 [00:00<00:00, 6190.35it/s]21 8-bit: agree=0.9803 AUROC=0.975 esc@99%=0.0511067708333333362223wrote /Users/simon-pierreboucher/Desktop/localvm-research/results/expG_decision_stability/20260812T042744Z/results.json24