mirror of
https://github.com/wassname/evil_MoE.git
synced 2026-06-27 16:15:35 +08:00
wassname
5c97975185
train.py rewritten straight-line for the single rank-2r Gaussian-init LoRA adapter and three arms (intervention none|routeV|absorb). Removes the erase grad-surgery, act_vote/online_stats gates, beta/KL reference path, per-source split harvest, the v_hack injection block, and all per-mechanism E/C/D/A-B tallies. Folds in: - T2 Gaussian init (lora2r.py): A0~N(0,1/d_in), B0~N(0,1/2r), net delta 0 at init. - T3 width-pooled gate labels: single (num/den) fraction across modules, skip zero-width modules, raise if none separate (was per-module equal-weight blowup). - T5 absorb arm: masks pinned (1,0) -> both blocks train, no gate. - T6 self-contained ckpt: A/B/A0/B0 in one file (no _hack file, no SVD cache), adapter:"lora2r" in saved cfg. - T8 m3: step_flagged logs the hack share (d.mean), not m.mean. Gates green: verify_lora2r_routing (4 invariants) + smoke none/routeV/absorb end-to-end on tiny-random Qwen3 (logs in /tmp/claude-1000/smoke_*.log). Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>