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DataRobot Tools

Datarobot Create Custom Model

Tool to create a new DataRobot custom model for training or inference. Use when you need to register a custom model in DataRobot. For inference models, targetType and targetName are typically required (e.g., targetType='Regression' requires targetName).

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Use Datarobot Create Custom Model

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Pricing
Free
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Not currently supported

Inputs

  • namestring
    Required
    Human-readable name for the custom model (max 255 characters).
  • tagsarray
    A list of tag name/value pairs for categorizing and organizing custom models. Minimum 1, maximum 50 tags.
  • languagestring
    Programming language name in which model is written.
  • replicasinteger
    A fixed number of replicas that will be set for the given custom model. Maximum 25.
  • requiresHaboolean
    Require all custom model replicas to be deployed on different Kubernetes nodes for predictions fault tolerance.
  • targetNamestring
    The name of the target for labeling predictions. Required for inference models. Not allowed for training models.
  • targetTypestring
    The target type of the custom model.
  • classLabelsarray
    The class labels for multiclass classification. Required for multiclass inference models. If using DataRobot base environments and your model produces unlabeled class probabilities, the order should match the predicted output. Maximum 100 labels.
  • descriptionstring
    User-friendly description of the model (max 10,000 characters).
  • playgroundIdstring
    ID of the GenAI Playground associated with the given custom inference model.
  • desiredMemoryinteger
    The amount of memory (in bytes) that is expected to be allocated by the custom model. Minimum 128MB (134217728), maximum ~14GB (15032385536).
  • maximumMemoryinteger
    The maximum memory (in bytes) that might be allocated by the custom model. If exceeded, the custom model will be killed. Minimum 128MB (134217728), maximum ~14GB (15032385536).

Observable output

  • data
    Required
    Data from the action execution
  • errorstring
    Error if any occurred during the execution of the action
  • successfulboolean
    Required
    Whether or not the action execution was successful or not

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