PreTrainedUniversalModel¶

class oci.ai_language.models.PreTrainedUniversalModel(**kwargs)¶

Bases: oci.ai_language.models.model_details.ModelDetails

Possible pre trained universal model information

Attributes

`MODEL_TYPE_HEALTH_NLU`	str(object=’’) -> str
`MODEL_TYPE_NAMED_ENTITY_RECOGNITION`	str(object=’’) -> str
`MODEL_TYPE_PII`	str(object=’’) -> str
`MODEL_TYPE_PRE_TRAINED_HEALTH_NLU`	str(object=’’) -> str
`MODEL_TYPE_PRE_TRAINED_KEYPHRASE_EXTRACTION`	str(object=’’) -> str
`MODEL_TYPE_PRE_TRAINED_LANGUAGE_DETECTION`	str(object=’’) -> str
`MODEL_TYPE_PRE_TRAINED_NAMED_ENTITY_RECOGNITION`	str(object=’’) -> str
`MODEL_TYPE_PRE_TRAINED_PII`	str(object=’’) -> str
`MODEL_TYPE_PRE_TRAINED_SENTIMENT_ANALYSIS`	str(object=’’) -> str
`MODEL_TYPE_PRE_TRAINED_SUMMARIZATION`	str(object=’’) -> str
`MODEL_TYPE_PRE_TRAINED_TEXT_CLASSIFICATION`	str(object=’’) -> str
`MODEL_TYPE_PRE_TRAINED_TRANSLATION`	str(object=’’) -> str
`MODEL_TYPE_PRE_TRAINED_UNIVERSAL`	str(object=’’) -> str
`MODEL_TYPE_TEXT_CLASSIFICATION`	str(object=’’) -> str
`language_code`	Gets the language_code of this ModelDetails.
`model_type`	[Required] Gets the model_type of this ModelDetails.
`version`	Gets the version of this PreTrainedUniversalModel.

Methods

`__init__`(**kwargs)	Initializes a new PreTrainedUniversalModel object with values from keyword arguments.
`get_subtype`(object_dictionary)	Given the hash representation of a subtype of this class, use the info in the hash to return the class of the subtype.

MODEL_TYPE_HEALTH_NLU = 'HEALTH_NLU'¶

MODEL_TYPE_NAMED_ENTITY_RECOGNITION = 'NAMED_ENTITY_RECOGNITION'¶

MODEL_TYPE_PII = 'PII'¶

MODEL_TYPE_PRE_TRAINED_HEALTH_NLU = 'PRE_TRAINED_HEALTH_NLU'¶

MODEL_TYPE_PRE_TRAINED_KEYPHRASE_EXTRACTION = 'PRE_TRAINED_KEYPHRASE_EXTRACTION'¶

MODEL_TYPE_PRE_TRAINED_LANGUAGE_DETECTION = 'PRE_TRAINED_LANGUAGE_DETECTION'¶

MODEL_TYPE_PRE_TRAINED_NAMED_ENTITY_RECOGNITION = 'PRE_TRAINED_NAMED_ENTITY_RECOGNITION'¶

MODEL_TYPE_PRE_TRAINED_PII = 'PRE_TRAINED_PII'¶

MODEL_TYPE_PRE_TRAINED_SENTIMENT_ANALYSIS = 'PRE_TRAINED_SENTIMENT_ANALYSIS'¶

MODEL_TYPE_PRE_TRAINED_SUMMARIZATION = 'PRE_TRAINED_SUMMARIZATION'¶

MODEL_TYPE_PRE_TRAINED_TEXT_CLASSIFICATION = 'PRE_TRAINED_TEXT_CLASSIFICATION'¶

MODEL_TYPE_PRE_TRAINED_TRANSLATION = 'PRE_TRAINED_TRANSLATION'¶

MODEL_TYPE_PRE_TRAINED_UNIVERSAL = 'PRE_TRAINED_UNIVERSAL'¶

MODEL_TYPE_TEXT_CLASSIFICATION = 'TEXT_CLASSIFICATION'¶

__init__(**kwargs)¶

Initializes a new PreTrainedUniversalModel object with values from keyword arguments. The default value of the model_type attribute of this class is PRE_TRAINED_UNIVERSAL and it should not be changed. The following keyword arguments are supported (corresponding to the getters/setters of this class):

Parameters:

language_code (str) – The value to assign to the language_code property of this PreTrainedUniversalModel.
model_type (str) – The value to assign to the model_type property of this PreTrainedUniversalModel. Allowed values for this property are: “NAMED_ENTITY_RECOGNITION”, “TEXT_CLASSIFICATION”, “PRE_TRAINED_NAMED_ENTITY_RECOGNITION”, “PRE_TRAINED_TEXT_CLASSIFICATION”, “PRE_TRAINED_SENTIMENT_ANALYSIS”, “PRE_TRAINED_KEYPHRASE_EXTRACTION”, “PRE_TRAINED_LANGUAGE_DETECTION”, “PRE_TRAINED_PII”, “PRE_TRAINED_HEALTH_NLU”, “PRE_TRAINED_SUMMARIZATION”, “PRE_TRAINED_UNIVERSAL”, “PII”, “PRE_TRAINED_TRANSLATION”, “HEALTH_NLU”
version (str) – The value to assign to the version property of this PreTrainedUniversalModel.

static get_subtype(object_dictionary)¶: Given the hash representation of a subtype of this class, use the info in the hash to return the class of the subtype.

language_code¶

Gets the language_code of this ModelDetails. supported language default value is en

Returns:	The language_code of this ModelDetails.
Return type:	str

model_type¶

[Required] Gets the model_type of this ModelDetails. Model type

Allowed values for this property are: “NAMED_ENTITY_RECOGNITION”, “TEXT_CLASSIFICATION”, “PRE_TRAINED_NAMED_ENTITY_RECOGNITION”, “PRE_TRAINED_TEXT_CLASSIFICATION”, “PRE_TRAINED_SENTIMENT_ANALYSIS”, “PRE_TRAINED_KEYPHRASE_EXTRACTION”, “PRE_TRAINED_LANGUAGE_DETECTION”, “PRE_TRAINED_PII”, “PRE_TRAINED_HEALTH_NLU”, “PRE_TRAINED_SUMMARIZATION”, “PRE_TRAINED_UNIVERSAL”, “PII”, “PRE_TRAINED_TRANSLATION”, “HEALTH_NLU”, ‘UNKNOWN_ENUM_VALUE’. Any unrecognized values returned by a service will be mapped to ‘UNKNOWN_ENUM_VALUE’.

Returns:	The model_type of this ModelDetails.
Return type:	str

version¶

Gets the version of this PreTrainedUniversalModel. Optional pre trained model version. if nothing specified latest pre trained model will be used. Supported versions can be found at /modelTypes/{modelType}

Returns:	The version of this PreTrainedUniversalModel.
Return type:	str