djai.model.models.ml.hugging_face.token_classification module

DjAI Pre-Trained Hugging Face Token Classifier Model class.

class djai.model.models.ml.hugging_face.token_classification.PreTrainedHuggingFaceTokenClassifier(*args, **kwargs)[source]

Bases: djai.model.models.ml.hugging_face.base.PreTrainedHuggingFaceTransformer

DjAI Pre-Trained Hugging Face Token Classifier Model class.

exception DoesNotExist

Bases: djai.model.models.ml.hugging_face.base.PreTrainedHuggingFaceTransformer.DoesNotExist

exception MultipleObjectsReturned

Bases: djai.model.models.ml.hugging_face.base.PreTrainedHuggingFaceTransformer.MultipleObjectsReturned

gradio_ui = Gradio Interface for: predict ----------------------------- inputs: |-Textbox(label="Text from which to Recognize Tokens") outputs: |-JSON(label="Recognized Tokens")
polymorphic_primary_key_name = 'uuid'
polymorphic_super_sub_accessors_replaced = False
predict(text_or_texts: Union[str, collections.abc.Sequence[str]]) → Union[List[dict], collections.abc.Sequence[List[dict]]][source]

Classify Tokens in Text(s).

pretrainedhuggingfacetransformer_ptr

Accessor to the related object on the forward side of a one-to-one relation.

In the example:

class Restaurant(Model):
    place = OneToOneField(Place, related_name='restaurant')

Restaurant.place is a ForwardOneToOneDescriptor instance.

pretrainedhuggingfacetransformer_ptr_id