Class Claude3TextGenerator (2.30.0)

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Claude3TextGenerator(
    *,
    model_name: typing.Optional[
        typing.Literal[
            "claude-3-sonnet", "claude-3-haiku", "claude-3-5-sonnet", "claude-3-opus"
        ]
    ] = None,
    session: typing.Optional[bigframes.session.Session] = None,
    connection_name: typing.Optional[str] = None
)

Claude3 text generator LLM model.

Go to Google Cloud Console -> Vertex AI -> Model Garden page to enable the models before use. Must have the Consumer Procurement Entitlement Manager Identity and Access Management (IAM) role to enable the models. https://cloud.google.com/vertex-ai/generative-ai/docs/partner-models/use-partner-models#grant-permissions

Note: This product or feature is subject to the "Pre-GA Offerings Terms" in the General Service Terms section of the Service Specific Terms(https://cloud.google.com/terms/service-terms#1). Pre-GA products and features are available "as is" and might have limited support. For more information, see the launch stage descriptions (https://cloud.google.com/products#product-launch-stages).

The models only available in specific regions. Check https://cloud.google.com/vertex-ai/generative-ai/docs/partner-models/use-claude#regions for details.

Note: claude-3-sonnet model is deprecated. Use other models instead.

Methods

Claude3TextGenerator

Claude3TextGenerator(
    *,
    model_name: typing.Optional[
        typing.Literal[
            "claude-3-sonnet", "claude-3-haiku", "claude-3-5-sonnet", "claude-3-opus"
        ]
    ] = None,
    session: typing.Optional[bigframes.session.Session] = None,
    connection_name: typing.Optional[str] = None
)

Claude3 text generator LLM model.

Go to Google Cloud Console -> Vertex AI -> Model Garden page to enable the models before use. Must have the Consumer Procurement Entitlement Manager Identity and Access Management (IAM) role to enable the models. https://cloud.google.com/vertex-ai/generative-ai/docs/partner-models/use-partner-models#grant-permissions

Note: This product or feature is subject to the "Pre-GA Offerings Terms" in the General Service Terms section of the Service Specific Terms(https://cloud.google.com/terms/service-terms#1). Pre-GA products and features are available "as is" and might have limited support. For more information, see the launch stage descriptions (https://cloud.google.com/products#product-launch-stages).

The models only available in specific regions. Check https://cloud.google.com/vertex-ai/generative-ai/docs/partner-models/use-claude#regions for details.

Note: claude-3-sonnet model is deprecated. Use other models instead.

__init__

__init__(*, model_name=None, session=None, connection_name=None)

API documentation for __init__ method.

get_params

get_params(deep=True)

Get parameters for this estimator.

Parameter
Name	Description
deep	bool, default True Default True. If True, will return the parameters for this estimator and contained subobjects that are estimators.

Returns
Type	Description
Dictionary	A dictionary of parameter names mapped to their values.

predict

predict(X, *, max_output_tokens=128, top_k=40, top_p=0.95, max_retries=0)

Predict the result from input DataFrame.

Returns
Type	Description
bigframes.dataframe.DataFrame	DataFrame of shape (n_samples, n_input_columns + n_prediction_columns). Returns predicted values.

to_gbq

to_gbq(model_name, replace=False)

Save the model to BigQuery.

Returns
Type	Description
Claude3TextGenerator	Saved model.