Cloud AI Platform v1 API - Class GenerationConfig (3.12.0)

Version 3.12.0

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public sealed class GenerationConfig : IMessage<GenerationConfig>, IEquatable<GenerationConfig>, IDeepCloneable<GenerationConfig>, IBufferMessage, IMessage

Reference documentation and code samples for the Cloud AI Platform v1 API class GenerationConfig.

Generation config.

Inheritance

object > GenerationConfig

Implements

IMessageGenerationConfig, IEquatableGenerationConfig, IDeepCloneableGenerationConfig, IBufferMessage, IMessage

Inherited Members

object.GetHashCode()

object.GetType()

object.ToString()

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

GenerationConfig()

public GenerationConfig()

GenerationConfig(GenerationConfig)

public GenerationConfig(GenerationConfig other)

Parameter
Name	Description
other	GenerationConfig

Properties

CandidateCount

public int CandidateCount { get; set; }

Optional. Number of candidates to generate.

Property Value
Type	Description
int

FrequencyPenalty

public float FrequencyPenalty { get; set; }

Optional. Frequency penalties.

Property Value
Type	Description
float

HasCandidateCount

public bool HasCandidateCount { get; }

Gets whether the "candidate_count" field is set

Property Value
Type	Description
bool

HasFrequencyPenalty

public bool HasFrequencyPenalty { get; }

Gets whether the "frequency_penalty" field is set

Property Value
Type	Description
bool

HasLogprobs

public bool HasLogprobs { get; }

Gets whether the "logprobs" field is set

Property Value
Type	Description
bool

HasMaxOutputTokens

public bool HasMaxOutputTokens { get; }

Gets whether the "max_output_tokens" field is set

Property Value
Type	Description
bool

HasPresencePenalty

public bool HasPresencePenalty { get; }

Gets whether the "presence_penalty" field is set

Property Value
Type	Description
bool

HasResponseLogprobs

public bool HasResponseLogprobs { get; }

Gets whether the "response_logprobs" field is set

Property Value
Type	Description
bool

HasSeed

public bool HasSeed { get; }

Gets whether the "seed" field is set

Property Value
Type	Description
bool

HasTemperature

public bool HasTemperature { get; }

Gets whether the "temperature" field is set

Property Value
Type	Description
bool

HasTopK

public bool HasTopK { get; }

Gets whether the "top_k" field is set

Property Value
Type	Description
bool

HasTopP

public bool HasTopP { get; }

Gets whether the "top_p" field is set

Property Value
Type	Description
bool

Logprobs

public int Logprobs { get; set; }

Optional. Logit probabilities.

Property Value
Type	Description
int

MaxOutputTokens

public int MaxOutputTokens { get; set; }

Optional. The maximum number of output tokens to generate per message.

Property Value
Type	Description
int

PresencePenalty

public float PresencePenalty { get; set; }

Optional. Positive penalties.

Property Value
Type	Description
float

ResponseLogprobs

public bool ResponseLogprobs { get; set; }

Optional. If true, export the logprobs results in response.

Property Value
Type	Description
bool

ResponseMimeType

public string ResponseMimeType { get; set; }

Optional. Output response mimetype of the generated candidate text. Supported mimetype:

• text/plain: (default) Text output.
• application/json: JSON response in the candidates. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. This is a preview feature.

Property Value
Type	Description
string

ResponseSchema

public OpenApiSchema ResponseSchema { get; set; }

Optional. The Schema object allows the definition of input and output data types. These types can be objects, but also primitives and arrays. Represents a select subset of an OpenAPI 3.0 schema object. If set, a compatible response_mime_type must also be set. Compatible mimetypes: application/json: Schema for JSON response.

Property Value
Type	Description
OpenApiSchema

RoutingConfig

public GenerationConfig.Types.RoutingConfig RoutingConfig { get; set; }

Optional. Routing configuration.

Property Value
Type	Description
GenerationConfigTypesRoutingConfig

Seed

public int Seed { get; set; }

Optional. Seed.

Property Value
Type	Description
int

StopSequences

public RepeatedField<string> StopSequences { get; }

Optional. Stop sequences.

Property Value
Type	Description
RepeatedFieldstring

Temperature

public float Temperature { get; set; }

Optional. Controls the randomness of predictions.

Property Value
Type	Description
float

TopK

public float TopK { get; set; }

Optional. If specified, top-k sampling will be used.

Property Value
Type	Description
float

TopP

public float TopP { get; set; }

Optional. If specified, nucleus sampling will be used.

Property Value
Type	Description
float