- Reviewed local dataset
- Compatible base model and toolkit
- Enough memory and storage
- A tested command profile
training guide
Start and monitor compatible local training
Launch a user-configured toolkit and track only the process states the companion can observe.

- A real local process started
- Logs and output location are available
- Completion is not confused with activation or quality
Complete the task
Run the toolkit’s own preflight
Choose the reviewed dataset and base model
Start training explicitly
Watch process state, logs, progress fields, and output path
Pause, resume, or stop only when the toolkit supports it
Verify adapter files after completion
Test the selected runtime separately
Activate an adapter manually only after validation
- Training can fail after preparation succeeds
- DecaCap cannot guarantee every model/toolkit pairing