Spaces:
Running
Running
| title: CMF Decision | |
| emoji: ⚡ | |
| colorFrom: blue | |
| colorTo: green | |
| sdk: docker | |
| app_port: 7860 | |
| short_description: Try resonance-based decisions from one portable CMF file | |
| license: apache-2.0 | |
| models: | |
| - infosave/cmf-decision | |
| tags: | |
| - cmf | |
| - cortiq | |
| - jev | |
| - decision-making | |
| - semantic-routing | |
| - intent-classification | |
| suggested_hardware: cpu-basic | |
| pinned: false | |
| # CMF Decision — live demo | |
| Enter a request, choose a skill and inspect the decision, confidence gate and | |
| reconstruction errors. The model selects a label or abstains; it does not | |
| generate a text answer. | |
| **[Download the model](https://huggingface.co/infosave/cmf-decision) · | |
| [Use the hosted routing service](https://api.allaigate.com/) · | |
| [Train your own skill](https://huggingface.co/infosave/cmf-decision/blob/main/API.md#7-your-own-model)** | |
| ## What runs here | |
| - The published Cortiq **0.8.0** Rust binary and the unmodified **304.5 MB CMF**. | |
| - Three bundled skills: BANKING77, CLINC150 and MASSIVE, with English examples. | |
| - Free CPU hardware. Local installations also support Metal and Vulkan. | |
| - No oracle, API keys, online learning or calls to paid inference providers. | |
| - Reconstruction scores and timings come from the actual engine, not fixtures. | |
| Requests run on the Hugging Face host, **not in your browser**. Do not submit | |
| sensitive information. The demo does not log request text or use it for training. | |
| It exposes only the demo endpoint, not the engine's administrative API. | |
| The displayed model time is encoder + reconstruction time, excluding the browser, | |
| network and web-server overhead. Shared CPU demo timings are not the GPU benchmark. | |
| ## Run locally | |
| ```bash | |
| docker build -t cmf-decision-demo . | |
| docker run --rm -p 7860:7860 cmf-decision-demo | |
| ``` | |
| The build downloads a checksummed release binary and a revision-pinned, | |
| checksummed CMF file. No Rust build, PyTorch or extra Python packages are needed. | |
| For a local native binary, set `CORTIQ_BIN` and `CMF_MODEL` and run `python3 app.py`. | |
| `CMF_DEMO_HOST` defaults to loopback locally and `0.0.0.0` in the Docker image. | |
| `PORT` defaults to 7860. Tests: `python3 -m unittest discover -s . -p 'test_*.py'`. | |
| The underlying component notices are included at `/home/user/app/NOTICES.md` | |
| in the Docker image. Model/source documentation lists benchmark protocols and licenses. | |