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PreferenceTask dataclass

Bases: RatingToArgillaMixin, Task

A Task for preference rating tasks.

Parameters:

Name Type Description Default
system_prompt str

the system prompt to be used for generation.

 required
task_description Union[str, None]

the description of the task. Defaults to None.

 None
Source code in src/distilabel/tasks/preference/base.py 
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@dataclass
class PreferenceTask(RatingToArgillaMixin, Task):
    """A `Task` for preference rating tasks.

    Args:
        system_prompt (str): the system prompt to be used for generation.
        task_description (Union[str, None], optional): the description of the task. Defaults to `None`.
    """

    __type__: ClassVar[Literal["labelling"]] = "labelling"

    @property
    def input_args_names(self) -> List[str]:
        """Returns the names of the input arguments of the task."""
        return ["input", "generations"]

    @property
    def output_args_names(self) -> List[str]:
        """Returns the names of the output arguments of the task."""
        return ["rating", "rationale"]

input_args_names: List[str] property

Returns the names of the input arguments of the task.

output_args_names: List[str] property

Returns the names of the output arguments of the task.