Text Classification
Transformers
Safetensors
English
safety
guardrail
coding-agent
tool-call
command-review
permission
modernbert
Instructions to use openvulcan/vulcan-decision-shell-v1-mini with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use openvulcan/vulcan-decision-shell-v1-mini with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="openvulcan/vulcan-decision-shell-v1-mini")# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("openvulcan/vulcan-decision-shell-v1-mini", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download example.json from openvulcan/vulcan-decision-shell-v1-mini: direct link, hf CLI and curl.
- Browser
- Download file 260 Bytes
-
https://huggingface.co/openvulcan/vulcan-decision-shell-v1-mini/resolve/main/example.json
- Command line
-
hf download hf://openvulcan/vulcan-decision-shell-v1-mini/example.json
-
curl -L -o example.json https://huggingface.co/openvulcan/vulcan-decision-shell-v1-mini/resolve/main/example.json
260 Bytes
| [ | |
| { | |
| "settings": { | |
| "cross_project_writes": "allow", | |
| "database_reset": "confirm", | |
| "project_reset": "confirm" | |
| }, | |
| "rendered": "Project: /workspace/example\nTool: shell_command\nArguments: {\"command\":\"git status --short\"}" | |
| } | |
| ] | |