0.2.0: amoe.diffusion subsystem (relay/multiband/StepGatedSampler, dtype law, align grounded-negative, conditioning law), safetensors I/O + amoe-convert, diffusion invariants; lineage corrected to the audited 19-package record
9b91042 verified | """align() — a grounded negative on diffusion, kept for API symmetry. | |
| The text line's align() trains dispatch keys over frozen anchors. On | |
| diffusion that entire family was falsified at 2 seeds — see | |
| amoe.diffusion.laws.ROUTING_NEGATIVES (exp007: state+sigma keys find | |
| nothing to route on; exp014/exp015: address-as-key dead against the | |
| repeated-key null in both raw and M-hat-bottlenecked forms). | |
| The certified replacement for comparative routing on the sigma axis is | |
| STRUCTURAL banding (adapter='multiband3' in train(); exp008 lesions | |
| surgical 3/3 both seeds). The open research form — TE+AMoE joint | |
| training, where the text encoder adapter learns WITH the dispatch — is | |
| queued science (history/open_questions.md), not shippable API. | |
| """ | |
| from __future__ import annotations | |
| from ..laws import ROUTING_NEGATIVES | |
| def align(*args, **kwargs): | |
| raise NotImplementedError( | |
| "amoe.diffusion.align: comparative dispatch on diffusion is a " | |
| "2-seed falsified line — there is nothing honest to align here. " | |
| "Use train(adapter='multiband3') for the certified structural " | |
| "banding, or follow the open TE+AMoE joint-training question. " | |
| "The record:\n - " + "\n - ".join(ROUTING_NEGATIVES)) | |