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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)
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