openlayer.tasks.TaskType#

class openlayer.tasks.TaskType(value)#

Enum for the AI/ML tasks types supported by Openlayer.

The task type is used during project creation with the openlayer.OpenlayerClient.create_project() method.

It also determines the tests available on the platform and the information required to add models and datasets to the project.

Note

The sample notebooks show you how to create projects for each of these task types.

__init__(*args, **kwargs)#

Attributes

LLMNER

For entity recognition tasks with LLMs.

LLMQuestionAnswering

For question answering tasks with LLMs.

LLMSummarization

For summarization tasks with LLMs.

LLMTranslation

For translation tasks with LLMs.

LLM

For general LLM tasks (none of the above).

TabularClassification

For tabular classification tasks.

TabularRegression

For tabular regression tasks.

TextClassification

For text classification tasks.