Behaviour specs

Keep your model's instructions and examples in a tunedtensor.json file in your project.

Edit the file, commit it to version control, and run it with tt. Direct local commands need no account. Start with the spec file guide and the CLI reference.

Cloud specs

Validate the spec locally, then sign in with your TT token and upload it:

tt validate tunedtensor.json
tt auth login
tt cloud push --file tunedtensor.json

When tt cloud push creates a cloud spec, it saves the cloud ID in your local file. Subsequent pushes update that spec. Use tt cloud specs --help to list, inspect, or manage cloud specs. The dashboard shows their contents and run history.