LAlaya-mlx
Native MLX runtime for Laya typed decision models: answers constrained questions (choice, rubric score, yes/no) with calibrated probabilities from a single bidirectional forward pass — 7–14 ms on M3 Max, no text generation, PyTorch, or cloud API.