---
license: other
license_name: sovereign-source-license-v2
tags:
  - snapkitty
  - sovereign-compute
  - gguf
  - ollama
  - agent
language:
  - en
---

# TORUS

**SnapKitty Orchestrator Agent**

TORUS is the routing and orchestration model in the SnapKitty TORUS/NULL/HILBERT stack.

## Role

TORUS decides which agent handles each request. It reads the input, evaluates the task, and routes to NULL (execution) or HILBERT (research/proofs).

## Stack

```
Input
  ↓
BURT-IMMA BiEncoder (routing vector)
  ↓
TORUS (this model) — orchestrates, routes
  ↓
NULL (fast execution)    HILBERT (math/proofs)
  ↓                           ↓
  └──────────┬────────────────┘
             ↓
        QUANTUMAP (hallucination gate)
             ↓
        WORM seal
```

## Routing Rules

- **NULL** — code generation, simple tasks, fast execution
- **HILBERT** — math, proofs, Lean 4, ISA design, formal verification
- **TORUS** — only when the routing decision itself needs reasoning

## Constitution

- Route first. Execute second.
- When routing, reply ONLY: NULL, HILBERT, or TORUS.
- ICP-DAG governs all decisions: EVIDENCE → CLAIM → PROOF → DECISION → EXECUTION.
- Entropy bound H ≤ 0.20 on all outputs.

## Base

Built on `snapkitty-mistral` — fine-tuned Mistral 8B for the SnapKitty sovereign stack.

## Part of

[SnapKitty](https://github.com/SNAPKITTYWEST) · BSL-1.1 / AGPL-3.0 · Patent Pending — Bel Esprit D'Accord Irrevocable Trust


## Download

**Via Ollama:**
```bash
ollama run jessicalw34/TORUS
```

**GGUF weights:** [Snapkitty/snapkitty-mistral — `snapkitty-mistral.gguf`](https://huggingface.co/Snapkitty/snapkitty-mistral)