Preparing Your Models and Datasets

In order to validate your models, you need to format your model and dataset files in a specific way.

Formatting your Models and Datasets

• Preprocessing Your Datasets
  • Supported File Formats
  • Related Topics
• Defining a Model Interface
  • Step 1: Specify model path
  • Step 2: Retrieve custom code
  • Step 3: Access the model
  • Step 4: Import / implement preprocessing function
  • Step 5: Implement a predict function
  • Step 6: Passing secrets to the model
  • Related Topics

Registering your Models and Datasets with Robust Intelligence

• Uploading to Cloud Storage (Optional)
  • Uploading Data Files
  • Uploading Images
  • Uploading Model Directories
  • Related Topics
• Registering Models, Datasets, and Predictions
  • Registering a Model Using the SDK
  • Registering a Dataset Using the SDK
  • Registering Predictions Using the SDK
  • Related Topics
• Data Configuration
  • A) Connection Info
  • B) Data Parameters
  • Related Topics
• Model Configuration
  • Template
  • Related Topics

Model Supply Chain Security

• Securing Model Supply Chain Risk with File Scanning
  • Running a file scan on a registered HuggingFace model
  • Getting the results of a file scan
  • Understanding your file scan results
  • Related Topics