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loading q4 resident …
q8 checkpoint (streamed): 34.8 GB
baseline: pure q4 …
  1/12 (96 tok, 24.1 tok/s)
  2/12 (96 tok, 26.7 tok/s)
  3/12 (96 tok, 26.5 tok/s)
  4/12 (96 tok, 26.6 tok/s)
  5/12 (96 tok, 26.6 tok/s)
  6/12 (96 tok, 26.6 tok/s)
  7/12 (96 tok, 26.7 tok/s)
  8/12 (96 tok, 26.8 tok/s)
  9/12 (96 tok, 26.7 tok/s)
  10/12 (96 tok, 26.5 tok/s)
  11/12 (96 tok, 26.5 tok/s)
  12/12 (96 tok, 26.5 tok/s)
runtime: mode=margin tau=2.0 W=32 …
  1/12 (96 tok, 5 sweeps, 3 rollbacks, last sweep io 2.9s)
  2/12 (96 tok, 11 sweeps, 9 rollbacks, last sweep io 2.8s)
  3/12 (96 tok, 4 sweeps, 1 rollbacks, last sweep io 2.9s)
  4/12 (96 tok, 7 sweeps, 5 rollbacks, last sweep io 2.8s)
  5/12 (96 tok, 15 sweeps, 15 rollbacks, last sweep io 3.0s)
  6/12 (96 tok, 16 sweeps, 15 rollbacks, last sweep io 2.8s)
  7/12 (96 tok, 16 sweeps, 15 rollbacks, last sweep io 2.9s)
  8/12 (96 tok, 20 sweeps, 19 rollbacks, last sweep io 2.8s)
  9/12 (96 tok, 4 sweeps, 2 rollbacks, last sweep io 3.0s)
  10/12 (96 tok, 11 sweeps, 10 rollbacks, last sweep io 3.0s)
  11/12 (96 tok, 10 sweeps, 8 rollbacks, last sweep io 2.9s)
  12/12 (96 tok, 11 sweeps, 10 rollbacks, last sweep io 2.9s)
  tok/s=1.62 sweepLat=3.0s GB/token(logical)=3.93
runtime: mode=verify-all tau=2.0 W=32 …
  1/12 (96 tok, 5 sweeps, 3 rollbacks, last sweep io 3.0s)
  2/12 (96 tok, 11 sweeps, 9 rollbacks, last sweep io 2.8s)
  3/12 (96 tok, 4 sweeps, 1 rollbacks, last sweep io 2.8s)
  4/12 (96 tok, 5 sweeps, 3 rollbacks, last sweep io 3.0s)
  5/12 (96 tok, 15 sweeps, 15 rollbacks, last sweep io 3.0s)
  6/12 (96 tok, 15 sweeps, 15 rollbacks, last sweep io 2.8s)
  7/12 (96 tok, 16 sweeps, 15 rollbacks, last sweep io 2.9s)
  8/12 (96 tok, 14 sweeps, 13 rollbacks, last sweep io 2.9s)
  9/12 (96 tok, 7 sweeps, 5 rollbacks, last sweep io 3.0s)
  10/12 (96 tok, 11 sweeps, 10 rollbacks, last sweep io 3.0s)
  11/12 (96 tok, 10 sweeps, 8 rollbacks, last sweep io 2.9s)
  12/12 (96 tok, 10 sweeps, 9 rollbacks, last sweep io 2.8s)
  tok/s=1.69 sweepLat=3.0s GB/token(logical)=3.72
freeing 32B models; loading 8B bf16 judge …

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             pure_q4: -0.7506
       margin_tau2.0: -0.5460
   verify-all_tau2.0: -0.4667

wrote /Users/simon-pierreboucher/Desktop/localvm-research/results/candidate_01_scale32b/20260812T055506Z/results.json