Same audit, symmetry-augmented generator

MISS experiment

With symmetry augmentation the generator stopped copying but degraded: mean accuracy 0.86-0.88 versus 0.96 for the checkpoints, and its samples sat about as far away as plain noise.

Key numbers

generated mean accuracy

0.86-0.88 (checkpoints 0.96)
Source file: weightgen-audit/runs/2026-10-13-symm/results.json
Source hash: 15c9b6f5e0b98f4d

Caveats

  • One 330-parameter head on 8x8 digits

Watch the roundup

What we tested, and what we learned (90 s)

Video hash: 3de55bc330bba5f8

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