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TORUS

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TORUS
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---
license: agpl-3.0
tags:
- snapkitty
- sovereign-compute
- ollama
- agent
- agents
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)

---

## License

Licensed under **AGPL-3.0**. Full text: [LICENSE](LICENSE).

### 💼 Commercial License

Snapkitty code is free and open under **AGPL-3.0** for open-source use. Building a commercial product or service? A **proprietary commercial license** from Snapkitty Collective LLC lets you ship this code without the AGPL's source-sharing and network-use obligations.

**[→ Get a commercial license](mailto:A.parr@belespritdaccord.uk?subject=Commercial%20license:%20TORUS)** · A.parr@belespritdaccord.uk