---
language: en
license: other
tags:
- multimodal
- tensorflow
- keras
- sovereign-intelligence
- dense-elite
pipeline_tag: image-text-to-text
---

# Tera.V3: Sovereign Intelligence

<p align="center">
  <img src="https://huggingface.co/vedaco/Tera.v3/resolve/main/star_logo.png" width="200">
</p>

**Tera.V3** is a high-efficiency Multimodal "Dense-Elite" architecture designed for private, sovereign deployment. (Proprietary / Non-Open Source) 

### Key Features
- **Multimodal**: Integrated `TeraVisionEncoder` for simultaneous image and text processing.
- **Sovereign Efficiency**: Designed to outperform massive models through architectural precision.
- **Stable Core**: Utilizes `LogSquaredReLU` and `TokenShift` for deep sequential modeling.

### Model Details
- **Optimizer**: LionSovereign
- **Architecture**: Multimodal Transformer-style
- **Status**: Pre-trained on synthetic multimodal data (5,000 steps)

### Usage
Weights are stored in `.weights.h5` format for Keras 3 / TensorFlow compatibility.