Troubleshooting

This guide walks through how to troubleshoot each phase of the BaseModel pipeline—helping you pinpoint where failures occur and how to resolve them. The pipeline is divided into four main phases:

• Foundation Model fitting and training
  Learn data representations and train a general-purpose foundation model.
• Scenario Model Fine-Tuning coming soon
  Adapt the foundation model to specific tasks supporting business scenarios.
• Testing and Predicting coming soon
  Evaluate model performance on unseen data and generate predictions.
• Interpretation coming soon
  Explain model outputs using interpret function.

For each step within each phase, you'll find:

• What’s happening: A short description of what the system is doing
• How to recognize it: Examples of log patterns to confirm progress
• What can go wrong: Possible failure modes, known symptoms, resolutions, config tips, or debug commands

Follow the links above, or proceed to the following articles for detailed sections related to the above stages.