Dataset¶

class oci.generative_ai.models.Dataset(**kwargs)¶

Bases: object

The dataset used to fine-tune the model.

Only one dataset is allowed per custom model, which is split 80-20 for training and validating. You must provide the dataset in a JSON Lines (JSONL) file. Each line in the JSONL file must have the format:

{“prompt”: “<first prompt>”, “completion”: “<expected completion given first prompt>”}

Attributes:

`DATASET_TYPE_OBJECT_STORAGE`	A constant which can be used with the dataset_type property of a Dataset.
`dataset_type`	[Required] Gets the dataset_type of this Dataset.

Methods:

`__init__`(**kwargs)	Initializes a new Dataset 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.

DATASET_TYPE_OBJECT_STORAGE = 'OBJECT_STORAGE'¶: A constant which can be used with the dataset_type property of a Dataset. This constant has a value of “OBJECT_STORAGE”

__init__(**kwargs)¶

Initializes a new Dataset object with values from keyword arguments. This class has the following subclasses and if you are using this class as input to a service operations then you should favor using a subclass over the base class:

ObjectStorageDataset

The following keyword arguments are supported (corresponding to the getters/setters of this class):

Parameters: dataset_type (str) – The value to assign to the dataset_type property of this Dataset. Allowed values for this property are: “OBJECT_STORAGE”, ‘UNKNOWN_ENUM_VALUE’. Any unrecognized values returned by a service will be mapped to ‘UNKNOWN_ENUM_VALUE’.

property dataset_type¶

[Required] Gets the dataset_type of this Dataset. The type of the data asset.

Allowed values for this property are: “OBJECT_STORAGE”, ‘UNKNOWN_ENUM_VALUE’. Any unrecognized values returned by a service will be mapped to ‘UNKNOWN_ENUM_VALUE’.

Returns: The dataset_type of this Dataset.
Return type: str

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.