| ---
|
| 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)
|
|
|
