CSGHub quickstart

Use your deployment's account and addresses. Confirm the edition, version and enabled components with its administrator. See choose your documentation. If you have not installed CSGHub, start with installation; for the online service, use the community quickstart.

Upload and retrieve a repository

1. Create a dataset under the intended personal or organization owner.
2. Upload a small test file, explicitly setting the target platform endpoint and dataset type for CLI/SDK operations.
3. Check files and commits, then download to a separate directory and compare content.
4. Confirm another member's permissions before collaboration.

Call a model

Get the inference URL, model identifier and API Key from this deployment. Follow gateway quickstart. Verify a response and usage; EE meters usage, while sites with billing enabled also records billed consumption. Git Access Tokens cannot replace gateway API Keys.

Create and stop an endpoint

Create an endpoint for a supported model, wait until ready and test its playground/API. Save required outputs, stop the instance and confirm status. Closing a browser does not stop the instance. See instance lifecycle.

Continue

• Training and evaluation
• Troubleshooting
• MCP: connect tools and resources using Model Context Protocol.
• Offline preparation: prepare local images, models and dependencies. Remote services do not become offline services merely because CSGHub is installed locally.