| --- |
| license: apache-2.0 |
| base_model: |
| - ggml-org/gemma-4-12B-it-GGUF |
| tags: |
| - ollaya |
| - gguf |
| - llama.cpp |
| - decision-model |
| - system-one |
| pipeline_tag: text-classification |
| --- |
| |
| # cygnet for Ollaya |
|
|
| [Ollaya](https://github.com/ollaya-dev/ollaya) package of **[ggml-org/gemma-4-12B-it-GGUF](https://huggingface.co/ggml-org/gemma-4-12B-it-GGUF)** by blockbrain-ai (recipe) and Google DeepMind (Gemma 4). |
| Ollaya runs open decision models locally, the way Ollama runs LLMs: typed questions in, |
| calibrated answers out, behind a TypeSafe-compatible API. |
|
|
| ```sh |
| ollaya run cygnet |
| ``` |
|
|
| ## What is in this repository |
|
|
| This repository holds only the files Ollaya derives, with no weights. The model is the authors' own GGUF |
| file: `ollaya pull` downloads it from their repository, unmodified and pinned to a commit, verifies its |
| sha256, and Ollaya runs it on llama.cpp. |
|
|
| | Tag | The authors' GGUF | Files | |
| |---|---|---| |
| | `cygnet:12b` | [ggml-org/gemma-4-12B-it-GGUF@e3e6817](https://huggingface.co/ggml-org/gemma-4-12B-it-GGUF/tree/e3e681731089efaa3f0917336944ac64752db8ba) `gemma-4-12B-it-Q8_0.gguf` | `12b/decision.json`, `12b/calibration.json` | |
|
|
| Each tag has `decision.json` (the prompt, the option labels Ollaya reads and llama.cpp's settings) and |
| `calibration.json` (temperatures). |
|
|
| ## Parity |
|
|
| Ollaya's runner matches stock llama-server of the pinned build (b11146) on the same GGUF, CUDA (RTX 4090): 502 questions, every decision the same, option logits within 7.7e-6 and probabilities within 4.1e-7. The user messages are identical to Cygnet's own shim on 1,364 test prompts. |
|
|
| ## License |
|
|
| Same as the upstream model (Apache-2.0). Ollaya itself is Apache-2.0. |
|
|
