---
title: Phdm 21d Embedding
emoji: 📊
colorFrom: purple
colorTo: blue
sdk: gradio
sdk_version: 6.5.1
app_file: app.py
pinned: false
license: apache-2.0
short_description: PHDM 21D Embedding Model - Hyperbolic AI Safety Embeddings f
---

# PHDM 21D Embedding Model Demo

Interactive visualization and encoding demo for the PHDM 21D Embedding Model, which maps text inputs into a 21-dimensional Poincare Ball manifold for hyperbolic AI safety governance.

## Features

- **Text Encoding**: Encode any text input into a 21-dimensional hyperbolic embedding vector
- **Visualization**: Visualize embeddings in the Poincare Ball space
- **Similarity Search**: Compare semantic similarity between text pairs using hyperbolic distance

## Architecture

The embedding space consists of 21 dimensions:
- 6D hyperbolic components
- 6D phase components
- 3D flux components
- 6D audit components

## Related

- [PHDM 21D Embedding Model](https://huggingface.co/issdandavis/phdm-21d-embedding)
- [SCBE-AETHERMOORE GitHub](https://github.com/issdandavis/SCBE-AETHERMOORE)
- [Knowledge Base Dataset](https://huggingface.co/datasets/issdandavis/scbe-aethermoore-knowledge-base)