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google.ai.generativelanguage.Hyperparameters

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Hyperparameters controlling the tuning process.

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Main aliases

`google.ai.generativelanguage_v1beta.Hyperparameters`

Attributes
`epoch_count`	`int` Immutable. The number of training epochs. An epoch is one pass through the training data. If not set, a default of 10 will be used.
`batch_size`	`int` Immutable. The batch size hyperparameter for tuning. If not set, a default of 16 or 64 will be used based on the number of training examples.
`learning_rate`	`float` Immutable. The learning rate hyperparameter for tuning. If not set, a default of 0.0002 or 0.002 will be calculated based on the number of training examples.

Attributes

epoch_count

int

Immutable. The number of training epochs. An epoch is one pass through the training data. If not set, a default of 10 will be used.

batch_size

int

Immutable. The batch size hyperparameter for tuning. If not set, a default of 16 or 64 will be used based on the number of training examples.

learning_rate

float

Immutable. The learning rate hyperparameter for tuning. If not set, a default of 0.0002 or 0.002 will be calculated based on the number of training examples.

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Last updated 2023-12-13 UTC.