djai.model.models.ml.hugging_face.base module¶

DjAI Pre-Trained Hugging Face Transformer Model class.

class djai.model.models.ml.hugging_face.base.PreTrainedHuggingFaceTransformer(*args, **kwargs)[source]¶

Bases: djai.model.models.ml.base._PreTrainedMLModelABC

DjAI Pre-Trained Hugging Face Transformer Model class.

exception DoesNotExist¶: Bases: django.core.exceptions.ObjectDoesNotExist

exception MultipleObjectsReturned¶: Bases: django.core.exceptions.MultipleObjectsReturned

aimodel_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.

aimodel_ptr_id¶

artifact_global_url: CharField¶: A wrapper for a deferred-loading field. When the value is read from this object the first time, the query is executed.

artifact_local_path: CharField¶: A wrapper for a deferred-loading field. When the value is read from this object the first time, the query is executed.

loader_module_and_qualname: django.db.models.fields.CharField¶: A wrapper for a deferred-loading field. When the value is read from this object the first time, the query is executed.

polymorphic_primary_key_name = 'uuid'¶

polymorphic_super_sub_accessors_replaced = False¶

pretrained_hugging_face_audio_classifiers¶

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

In the example:

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

Place.restaurant is a ReverseOneToOneDescriptor instance.

pretrained_hugging_face_image_classifiers¶

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

In the example:

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

Place.restaurant is a ReverseOneToOneDescriptor instance.

pretrained_hugging_face_mask_fillers¶

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

In the example:

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

Place.restaurant is a ReverseOneToOneDescriptor instance.

pretrained_hugging_face_object_detectors¶

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

In the example:

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

Place.restaurant is a ReverseOneToOneDescriptor instance.

pretrained_hugging_face_question_answerers¶

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

In the example:

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

Place.restaurant is a ReverseOneToOneDescriptor instance.

pretrained_hugging_face_speech_recognizers¶

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

In the example:

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

Place.restaurant is a ReverseOneToOneDescriptor instance.

pretrained_hugging_face_table_question_answerers¶

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

In the example:

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

Place.restaurant is a ReverseOneToOneDescriptor instance.

pretrained_hugging_face_text2text_generators¶

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

In the example:

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

Place.restaurant is a ReverseOneToOneDescriptor instance.

pretrained_hugging_face_text_classifiers¶

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

In the example:

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

Place.restaurant is a ReverseOneToOneDescriptor instance.

pretrained_hugging_face_text_generators¶

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

In the example:

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

Place.restaurant is a ReverseOneToOneDescriptor instance.

pretrained_hugging_face_text_summarizers¶

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

In the example:

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

Place.restaurant is a ReverseOneToOneDescriptor instance.

pretrained_hugging_face_token_classifiers¶

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

In the example:

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

Place.restaurant is a ReverseOneToOneDescriptor instance.

pretrained_hugging_face_translators¶

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

In the example:

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

Place.restaurant is a ReverseOneToOneDescriptor instance.

pretrained_hugging_face_zero_shot_classifiers¶

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

In the example:

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

Place.restaurant is a ReverseOneToOneDescriptor instance.