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TuningJob(mapping=None, *, ignore_unknown_fields=False, **kwargs)
Represents a TuningJob that runs with Google owned models.
.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields
Attributes |
|
---|---|
Name | Description |
base_model |
str
The base model that is being tuned, e.g., "gemini-1.0-pro-002". This field is a member of oneof _ source_model .
|
supervised_tuning_spec |
google.cloud.aiplatform_v1.types.SupervisedTuningSpec
Tuning Spec for Supervised Fine Tuning. This field is a member of oneof _ tuning_spec .
|
name |
str
Output only. Identifier. Resource name of a TuningJob. Format: projects/{project}/locations/{location}/tuningJobs/{tuning_job}
|
tuned_model_display_name |
str
Optional. The display name of the TunedModel. The name can be up to 128 characters long and can consist of any UTF-8 characters. |
description |
str
Optional. The description of the TuningJob. |
state |
google.cloud.aiplatform_v1.types.JobState
Output only. The detailed state of the job. |
create_time |
google.protobuf.timestamp_pb2.Timestamp
Output only. Time when the TuningJob was created. |
start_time |
google.protobuf.timestamp_pb2.Timestamp
Output only. Time when the TuningJob for the first time entered the JOB_STATE_RUNNING state.
|
end_time |
google.protobuf.timestamp_pb2.Timestamp
Output only. Time when the TuningJob entered any of the following JobStates: JOB_STATE_SUCCEEDED , JOB_STATE_FAILED ,
JOB_STATE_CANCELLED , JOB_STATE_EXPIRED .
|
update_time |
google.protobuf.timestamp_pb2.Timestamp
Output only. Time when the TuningJob was most recently updated. |
error |
google.rpc.status_pb2.Status
Output only. Only populated when job's state is JOB_STATE_FAILED or JOB_STATE_CANCELLED .
|
labels |
MutableMapping[str, str]
Optional. The labels with user-defined metadata to organize TuningJob and generated resources such as Model and Endpoint. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo.gl/xmQnxf for more information and examples of labels. |
experiment |
str
Output only. The Experiment associated with this TuningJob. |
tuned_model |
google.cloud.aiplatform_v1.types.TunedModel
Output only. The tuned model resources assiociated with this TuningJob. |
tuning_data_stats |
google.cloud.aiplatform_v1.types.TuningDataStats
Output only. The tuning data statistics associated with this TuningJob. |
encryption_spec |
google.cloud.aiplatform_v1.types.EncryptionSpec
Customer-managed encryption key options for a TuningJob. If this is set, then all resources created by the TuningJob will be encrypted with the provided encryption key. |
Classes
LabelsEntry
LabelsEntry(mapping=None, *, ignore_unknown_fields=False, **kwargs)
The abstract base class for a message.
Parameters | |
---|---|
Name | Description |
kwargs |
dict
Keys and values corresponding to the fields of the message. |
mapping |
Union[dict,
A dictionary or message to be used to determine the values for this message. |
ignore_unknown_fields |
Optional(bool)
If True, do not raise errors for unknown fields. Only applied if |
Methods
TuningJob
TuningJob(mapping=None, *, ignore_unknown_fields=False, **kwargs)
Represents a TuningJob that runs with Google owned models.
.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields