unitxt.templates module

class unitxt.templates.InputOutputTemplate(*argv, **kwargs): Bases: Template

class unitxt.templates.MultiLabelTemplate(*argv, **kwargs)

class unitxt.templates.MultiReferenceTemplate(*argv, **kwargs): Bases: InputOutputTemplate

class unitxt.templates.MultipleChoiceTemplate(*argv, **kwargs): Bases: Template

class unitxt.templates.OutputQuantizingTemplate(*argv, **kwargs): Bases: InputOutputTemplate

class unitxt.templates.SpanLabelingBaseTemplate(*argv, **kwargs): Bases: MultiLabelTemplate

class unitxt.templates.SpanLabelingJsonTemplate(*argv, **kwargs)

postprocessors: List[str] = ['processors.load_json', 'processors.dict_of_lists_to_value_key_pairs']

class unitxt.templates.SpanLabelingTemplate(*argv, **kwargs)

class unitxt.templates.Template(*argv, **kwargs)

The role of template is to take the fields of every instance and verbalize it.

Meaning the template is taking the instance and generating source, target and references.

class unitxt.templates.TemplatesDict

Bases: Dict

class unitxt.templates.TemplatesList(*argv, **kwargs): Bases: ListCollection

class unitxt.templates.YesNoTemplate(*argv, **kwargs)

A template for generating binary Yes/No questions asking whether an input text is of a specific class.

input_format:: Defines the format of the question.
class_field:: Defines the field that contains the name of the class that this template asks of.
label_field:: Defines the field which contains the true label of the input text. If a gold label is equal to the value in class_name, then the correct output is self.yes_answer (by default, “Yes”). Otherwise the correct output is self.no_answer (by default, “No”).
yes_answer:: The output value for when the gold label equals self.class_name. Defaults to “Yes”.
no_answer:: The output value for when the gold label differs from self.class_name. Defaults to “No”.