card: thresholded-ternary best 2.1469 (per-group scale, zero state)

docs: card to SOTA 0.5597 — H100 run, 14,330 samples, epoch-21 early stop, parity 1e-5

docs: ULTRA LOVEGOD card (masked val 1.6998, 7000 samples, L40)

ULTRA part: index + README + matrices 000-009 (masked val 1.6998)

docs: publish formatted Quantal-Ternary article with KaTeX formulas, SVG banner & constellation footer

refresh: winner ckpt masked val 3.2862 — 168 ternary matrices + embeddings + norms (deployed-forward QAT)

Upload README.md with huggingface_hub