sentence-transformers
English
embeddings
hyperbolic-geometry
poincare-ball
21-dimensional
scbe-aethermoore
sacred-tongues
Instructions to use issdandavis/phdm-21d-embedding with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use issdandavis/phdm-21d-embedding with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("issdandavis/phdm-21d-embedding") sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] - Notebooks
- Google Colab
- Kaggle
PHDM 21-Dimensional Embedding Model
Polyhedral Hamiltonian Defense Manifold embedding model for the SCBE-AETHERMOORE governance framework.
21D State Manifold
The canonical manifold M = B_c^6 x T^6 x R^9 where:
- B_c^6: Hyperbolic tongue embedding (Poincare ball, ||u|| < 1)
- T^6: Phase alignment angles (6D torus, 0/60/120/180/240/300 degrees)
- R^9: Governance telemetry (flux, coherence, risk/trust)
Six Sacred Tongues
Each dimension pair maps to one of the Six Sacred Tongues:
- Kor'aelin (KO): Control/Intent, weight 1.000
- Avali (AV): Transport/Messaging, weight 1.618
- Runethic (RU): Policy/Binding, weight 2.618
- Cassisivadan (CA): Compute/Transforms, weight 4.236
- Umbroth (UM): Security/Secrets, weight 6.854
- Draumric (DR): Schema/Structure, weight 11.090
Related
- Training data: issdandavis/scbe-aethermoore-training-data
- Framework: SCBE-AETHERMOORE (patent pending USPTO #63/961,403)
Author
Issac Davis | ORCID: 0009-0002-3936-9369
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