com.amazonaws.services.sagemaker.model

Class TextGenerationJobConfig

java.lang.Object

com.amazonaws.services.sagemaker.model.TextGenerationJobConfig

All Implemented Interfaces:

StructuredPojo, Serializable, Cloneable

@Generated(value="com.amazonaws:aws-java-sdk-code-generator")
public class TextGenerationJobConfig
extends Object
implements Serializable, Cloneable, StructuredPojo

The collection of settings used by an AutoML job V2 for the text generation problem type.

The text generation models that support fine-tuning in Autopilot are currently accessible exclusively in regions supported by Canvas. Refer to the documentation of Canvas for the full list of its supported Regions.

See Also:

AWS API Documentation, Serialized Form

Constructor Summary

Constructors

Constructor and Description
TextGenerationJobConfig()

Method Summary

Modifier and Type	Method and Description
TextGenerationJobConfig	clone()
boolean	equals(Object obj)
String	getBaseModelName() The name of the base model to fine-tune.
AutoMLJobCompletionCriteria	getCompletionCriteria()
int	hashCode()
void	marshall(ProtocolMarshaller protocolMarshaller) Marshalls this structured data using the given ProtocolMarshaller.
void	setBaseModelName(String baseModelName) The name of the base model to fine-tune.
void	setCompletionCriteria(AutoMLJobCompletionCriteria completionCriteria)
String	toString() Returns a string representation of this object.
TextGenerationJobConfig	withBaseModelName(String baseModelName) The name of the base model to fine-tune.
TextGenerationJobConfig	withCompletionCriteria(AutoMLJobCompletionCriteria completionCriteria)

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

TextGenerationJobConfig

public TextGenerationJobConfig()

Method Detail

setCompletionCriteria

public void setCompletionCriteria(AutoMLJobCompletionCriteria completionCriteria)

Parameters:

completionCriteria -

getCompletionCriteria

public AutoMLJobCompletionCriteria getCompletionCriteria()

Returns:

withCompletionCriteria

public TextGenerationJobConfig withCompletionCriteria(AutoMLJobCompletionCriteria completionCriteria)

Parameters:

completionCriteria -

Returns:

Returns a reference to this object so that method calls can be chained together.

setBaseModelName

public void setBaseModelName(String baseModelName)

The name of the base model to fine-tune. Autopilot supports fine-tuning a variety of large language models. For information on the list of supported models, see Text generation models supporting fine-tuning in Autopilot. If no BaseModelName is provided, the default model used is Falcon-7B-Instruct.

Parameters:

baseModelName - The name of the base model to fine-tune. Autopilot supports fine-tuning a variety of large language models. For information on the list of supported models, see Text generation models supporting fine-tuning in Autopilot. If no BaseModelName is provided, the default model used is Falcon-7B-Instruct.

getBaseModelName

public String getBaseModelName()

The name of the base model to fine-tune. Autopilot supports fine-tuning a variety of large language models. For information on the list of supported models, see Text generation models supporting fine-tuning in Autopilot. If no BaseModelName is provided, the default model used is Falcon-7B-Instruct.

Returns:

The name of the base model to fine-tune. Autopilot supports fine-tuning a variety of large language models. For information on the list of supported models, see Text generation models supporting fine-tuning in Autopilot. If no BaseModelName is provided, the default model used is Falcon-7B-Instruct.

withBaseModelName

public TextGenerationJobConfig withBaseModelName(String baseModelName)

The name of the base model to fine-tune. Autopilot supports fine-tuning a variety of large language models. For information on the list of supported models, see Text generation models supporting fine-tuning in Autopilot. If no BaseModelName is provided, the default model used is Falcon-7B-Instruct.

Parameters:

baseModelName - The name of the base model to fine-tune. Autopilot supports fine-tuning a variety of large language models. For information on the list of supported models, see Text generation models supporting fine-tuning in Autopilot. If no BaseModelName is provided, the default model used is Falcon-7B-Instruct.

Returns:

Returns a reference to this object so that method calls can be chained together.

toString

public String toString()

Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.

Overrides:

toString in class Object

Returns:

A string representation of this object.

See Also:

Object.toString()

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

hashCode

public int hashCode()

Overrides:

hashCode in class Object

clone

public TextGenerationJobConfig clone()

Overrides:

clone in class Object

marshall

public void marshall(ProtocolMarshaller protocolMarshaller)

Description copied from interface: StructuredPojo

Marshalls this structured data using the given ProtocolMarshaller.

Specified by:

marshall in interface StructuredPojo

Parameters:

protocolMarshaller - Implementation of ProtocolMarshaller used to marshall this object's data.