Org card: full Matryoshka ladder

README.md

@@ -51,7 +51,7 @@ base's input space; gated bottleneck adapters add in-layer capacity per
 modality. Gates are mutually exclusive by input modality, so non-gated
 modalities execute the base's exact computation. A single forward pass
 yields nested Matryoshka embeddings truncatable to
-{2048, 1024, 512, 256, 64} dimensions. Training runs in hours on a single
+{2048, 1536, 1024, 512, 256, 128, 64} dimensions. Training runs in hours on a single
 GPU; connectors and packs ship as small artifacts with the frozen towers
 downloaded separately.