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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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1creating 8.0 GiB test file (once)…2        random     4 KiB nocache=1 t=1:      66.9 MB/s3        random     4 KiB nocache=1 t=4:     254.2 MB/s4        random     4 KiB nocache=1 t=8:     479.9 MB/s5        random    16 KiB nocache=1 t=1:     271.5 MB/s6        random    16 KiB nocache=1 t=4:    1020.1 MB/s7        random    16 KiB nocache=1 t=8:    1914.0 MB/s8        random    64 KiB nocache=1 t=1:     769.5 MB/s9        random    64 KiB nocache=1 t=4:    2917.4 MB/s10        random    64 KiB nocache=1 t=8:    5137.6 MB/s11        random   256 KiB nocache=1 t=1:    2302.5 MB/s12        random   256 KiB nocache=1 t=4:    8134.0 MB/s13        random   256 KiB nocache=1 t=8:   11590.5 MB/s14        random  1024 KiB nocache=1 t=1:    4555.8 MB/s15        random  1024 KiB nocache=1 t=4:   13627.6 MB/s16        random  1024 KiB nocache=1 t=8:   13788.8 MB/s17        random  4096 KiB nocache=1 t=1:   12402.6 MB/s18        random  4096 KiB nocache=1 t=4:   48302.3 MB/s19        random  4096 KiB nocache=1 t=8:   54669.7 MB/s20    sequential     4 KiB nocache=1 t=1:     533.2 MB/s21    sequential     4 KiB nocache=1 t=4:     808.9 MB/s22    sequential     4 KiB nocache=1 t=8:    1278.1 MB/s23    sequential    16 KiB nocache=1 t=1:    1683.5 MB/s24    sequential    16 KiB nocache=1 t=4:    3235.6 MB/s25    sequential    16 KiB nocache=1 t=8:    4610.0 MB/s26    sequential    64 KiB nocache=1 t=1:    2297.1 MB/s27    sequential    64 KiB nocache=1 t=4:    8909.2 MB/s28    sequential    64 KiB nocache=1 t=8:   14453.3 MB/s29    sequential   256 KiB nocache=1 t=1:    6645.8 MB/s30    sequential   256 KiB nocache=1 t=4:   24105.9 MB/s31    sequential   256 KiB nocache=1 t=8:   27404.6 MB/s32    sequential  1024 KiB nocache=1 t=1:   12139.1 MB/s33    sequential  1024 KiB nocache=1 t=4:   17844.4 MB/s34    sequential  1024 KiB nocache=1 t=8:   34075.1 MB/s35    sequential  4096 KiB nocache=1 t=1:   14030.8 MB/s36    sequential  4096 KiB nocache=1 t=4:   46677.5 MB/s37    sequential  4096 KiB nocache=1 t=8:   52861.6 MB/s38        random     4 KiB nocache=0 t=1:    4833.8 MB/s39        random     4 KiB nocache=0 t=4:    1297.7 MB/s40        random     4 KiB nocache=0 t=8:     838.6 MB/s41        random    16 KiB nocache=0 t=1:   13794.4 MB/s42        random    16 KiB nocache=0 t=4:    6611.9 MB/s43        random    16 KiB nocache=0 t=8:    3239.0 MB/s44        random    64 KiB nocache=0 t=1:   25056.9 MB/s45        random    64 KiB nocache=0 t=4:   18890.1 MB/s46        random    64 KiB nocache=0 t=8:   12634.3 MB/s47        random   256 KiB nocache=0 t=1:   37768.7 MB/s48        random   256 KiB nocache=0 t=4:   76369.7 MB/s49        random   256 KiB nocache=0 t=8:   46092.8 MB/s50        random  1024 KiB nocache=0 t=1:   42521.2 MB/s51        random  1024 KiB nocache=0 t=4:  117590.7 MB/s52        random  1024 KiB nocache=0 t=8:  136162.5 MB/s53        random  4096 KiB nocache=0 t=1:   42051.2 MB/s54        random  4096 KiB nocache=0 t=4:   90258.2 MB/s55        random  4096 KiB nocache=0 t=8:  104391.2 MB/s56    sequential     4 KiB nocache=0 t=1:    9169.6 MB/s57    sequential     4 KiB nocache=0 t=4:    1458.5 MB/s58    sequential     4 KiB nocache=0 t=8:     869.9 MB/s59    sequential    16 KiB nocache=0 t=1:   21617.5 MB/s60    sequential    16 KiB nocache=0 t=4:    6491.6 MB/s61    sequential    16 KiB nocache=0 t=8:    3326.3 MB/s62    sequential    64 KiB nocache=0 t=1:   29957.4 MB/s63    sequential    64 KiB nocache=0 t=4:   17569.6 MB/s64    sequential    64 KiB nocache=0 t=8:   12489.8 MB/s65    sequential   256 KiB nocache=0 t=1:   39164.7 MB/s66    sequential   256 KiB nocache=0 t=4:   76053.6 MB/s67    sequential   256 KiB nocache=0 t=8:   45630.6 MB/s68    sequential  1024 KiB nocache=0 t=1:   42748.7 MB/s69    sequential  1024 KiB nocache=0 t=4:  115452.8 MB/s70    sequential  1024 KiB nocache=0 t=8:  135141.7 MB/s71    sequential  4096 KiB nocache=0 t=1:   41845.6 MB/s72    sequential  4096 KiB nocache=0 t=4:   89032.2 MB/s73    sequential  4096 KiB nocache=0 t=8:  102950.7 MB/s74recreating test file to evict cached pages before GPU-load phase…75re-running key cells under concurrent Metal (MLX) matmul load…76GPU+    random     4 KiB nocache=1 t=8:     478.4 MB/s77GPU+    random    16 KiB nocache=1 t=8:    1888.0 MB/s78GPU+    random    64 KiB nocache=1 t=8:    5351.3 MB/s79GPU+    random   256 KiB nocache=1 t=8:   11609.0 MB/s80GPU+    random  1024 KiB nocache=1 t=8:   13393.4 MB/s81GPU+    random  4096 KiB nocache=1 t=8:   30955.8 MB/s8283wrote /Users/simon-pierreboucher/Desktop/localvm-research/results/expH_ssd_feasibility/20260812T034359Z/results.json84