How-To: Modify AI Model Settings

Our system's models have configurable parameters that control their behavior. You can modify these after deploying your model.

Each model has two types of parameters:

There are parameters you can change and parameters you can only view. The system sets some parameters to default values:

Updatable Parameters:

Name	Description	Is this information accessible to end-users or it is restricted to system providers only	Allowed Values
Name	Define model name. It should be unique.	End-user can see the inf	Any non-empty string
Status	Set the model as Active (default) or Canceled.	End-user can see the inf	ACTIVE, INACTIVE, UPLOADED
Description	A customizable free text field for model details.	The info is restricted to AI providers	Any string, or none at all
Input Type	Define the model’s input type (e.g., picture, audio, text, vector).	The info is restricted to AI providers	TEXT, PICTURE, AUDIO, VECTOR
Output Type	Specify the model’s output type (e.g., picture, audio, text, vector).	The info is restricted to AI providers	TEXT, PICTURE, AUDIO, VECTOR
Model Visibility	Choose between Private (default, restricted access) or Public (accessible via the demo page).	The info is restricted to AI providers	PRIVATE, PUBLIC
Auto Restart	Allowing the model’s worker to restart if it fails automatically. Alternatively, a manual restart can be set. This is set On by default	The info is restricted to AI providers	True, False

View-Only Parameters (for reference only - The info is restricted to AI providers ):

• Model ID: The unique identifier for the model.

• Creation Date: The date the model was created.

• Model Version: Current version number of the model.

• Average Performance: The average time to process queries on the model.

Model Status Rules

1. Model status can be in one of three valid values: ACTIVE, INACTIVE, or UPLOADED.

2. A model that is registered without a plain model file is created with status INACTIVE.

3. When the first plain file is uploaded, the model status changes to UPLOADED.

4. A model can only have ACTIVE status if there is a valid homomorphic pipeline model defined in our server.

5. Users can cancel the model at any time (changing its status to INACTIVE); however,

6. It is not possible to change the model status when there is a worker active for the model.

🌐Console

1. Navigate to Model Settings

   • From the main dashboard, locate your AI model, click the three dots button next to it, and select "View More" to access the model parameters page.

2. Update Parameters

   • Adjust the updatable parameters as needed. You can change the Status, Description, Input/Output Type, Model Visibility, and Auto Restart settings directly in the portal.

3. Check Plain model file status and upload file when needed.

   • Missing plain model file: A black upload icon appears with a link if you didn't upload during Model Registration.

   • Pending homomorphic pipeline: Model icon shows red when file is uploaded but pipeline isn't built yet.

     You cannot upload a new model file until the pipeline is built. Contact support if you need to replace the model.

   • Complete setup: File icon turns green when homomorphic pipeline is created. You can upload a new plain model file at this stage.

4. Save Changes

   • After updating the desired parameters, click Save. You’ll receive a confirmation if changes are applied successfully or an error message if an issue occurs.

🧊Python SDK

# Update Model

import LatticaManagement

# Authenticate
lattica = LatticaManagement("your_license_from_lattica_console")

# Register a new model...
model_id = lattica.create_model("model_name")

# update model status and other properties
lattica.update_model(model_id,
	description="Best model ever",
	status="INACTIVE", 
	input_type="PICTURE",
	output_type="TEXT",
	model_visibility="PUBLIC"
  )