Ternary variant. Coding barely degrades vs FP16 Qwen3.6-27B (95.12) — execution-based pass@1 held through 1.71 bits/weight.

1-bit variant. Binary {-1,+1} weights still pass 89.6% of HumanEval+ — coding survives extreme 1-bit quantization.