feat: train_hyper.py v3 — full architecture, optimized forward + MeZO, no features cut

fix: train_hyper.py v2 — lean mode, reduced layers, no overhead, 10k+ tok/s target

feat: add train_hyper.py — 7-paradigm stacked training for 10k+ tok/s on CPU