public sealed class GenerationConfig : IMessage<GenerationConfig>, IEquatable<GenerationConfig>, IDeepCloneable<GenerationConfig>, IBufferMessage, IMessageReference documentation and code samples for the Cloud AI Platform v1beta1 API class GenerationConfig.
Generation config.
Implements
IMessageGenerationConfig, IEquatableGenerationConfig, IDeepCloneableGenerationConfig, IBufferMessage, IMessageNamespace
Google.Cloud.AIPlatform.V1Beta1Assembly
Google.Cloud.AIPlatform.V1Beta1.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 |
|