Transformers
Safetensors
decision-model
commerce
system-one
structured-output
calibration
custom-code
qwen3.8
offline
Instructions to use infercrane/Commerce-1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use infercrane/Commerce-1 with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("infercrane/Commerce-1", device_map="auto") - Notebooks
- Google Colab
- Kaggle
|
Download API.md from infercrane/Commerce-1: direct link, hf CLI and curl.
- Browser
- Download file 1.37 kB
-
https://huggingface.co/infercrane/Commerce-1/resolve/main/API.md
- Command line
-
hf download hf://infercrane/Commerce-1/API.md
-
curl -L -o API.md https://huggingface.co/infercrane/Commerce-1/resolve/main/API.md
1.37 kB
| # Typed local API | |
| The local endpoint is `POST /v1/systemone`. This example exercises all three | |
| question types: | |
| ```bash | |
| curl --fail --silent http://127.0.0.1:8000/v1/systemone \ | |
| -H 'content-type: application/json' \ | |
| --data-binary @- <<'JSON' | |
| { | |
| "model": "infercrane/commerce-1", | |
| "state": { | |
| "cart_value": 149.00, | |
| "customer_tier": "returning", | |
| "destination": "domestic" | |
| }, | |
| "questions": { | |
| "route": { | |
| "type": "choice", | |
| "instructions": "Choose the fulfillment route.", | |
| "criteria": { | |
| "standard": "Standard fulfillment", | |
| "review": "Manual review" | |
| } | |
| }, | |
| "eligible": { | |
| "type": "noul", | |
| "instructions": "Is the order eligible for automatic processing?" | |
| }, | |
| "priority": { | |
| "type": "score", | |
| "instructions": "Score processing priority.", | |
| "criteria": ["low", "medium", "high"] | |
| } | |
| } | |
| } | |
| JSON | |
| ``` | |
| Successful responses contain typed answers, raw normalized distributions, | |
| checkpoint and runtime identities, token use, and `cost: null`. Returned values | |
| depend on the verified local model; this document intentionally includes no | |
| fabricated prediction example. | |
| `GET /healthz` reports process health. `GET /v1/model` reports the loaded | |
| content identity. The loopback server serializes model work and may return 429 | |
| while busy or 503 when the runtime cannot complete a request. | |