How do I deploy a model?

Create standard deployment

Use Standard for classification and regression models.

  1. Click New deployment to create a new deployment.
  2. Select Standard.
  3. Select the Experiment and Checkpoint you want to deploy.
  4. Click Create.

You can follow the the car damage tutorial to try it.


Create similarity search deployment

Use Similarity search for image or text similarity search models.

  1. Click New deployment to create a new deployment.

  2. Select Similarity search.

  3. Select:

    • Experiment that will generate embeddings.
    • Checkpoint. The best checkpoint is the one with the lowest loss.
    • Embedding block to extract embeddings. These will be stored in the index used for similarity search.
    • Output features. These will be displayed with the similarity distance score.
      Example : An image of a lemon and the label that states it’s a lemon.
  4. Click Create.

Example :
You can follow the the[fruit similarity tutorial to try it.