Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SchemaTextPromptDatasetMetadata

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/aiplatform_v1/classes.rb,
lib/google/apis/aiplatform_v1/representations.rb,
lib/google/apis/aiplatform_v1/representations.rb

Overview

The metadata of Datasets that contain Text Prompt data.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1SchemaTextPromptDatasetMetadata

Returns a new instance of GoogleCloudAiplatformV1SchemaTextPromptDatasetMetadata.



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18743

def initialize(**args)
   update!(**args)
end

Instance Attribute Details

#candidate_count ⇒ Fixnum

Number of candidates. Corresponds to the JSON property candidateCount

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18692

def candidate_count
  @candidate_count
end

#gcs_uri ⇒ String

The Google Cloud Storage URI that stores the prompt data. Corresponds to the JSON property gcsUri

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18697

def gcs_uri
  @gcs_uri
end

#grounding_config ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SchemaPredictParamsGroundingConfig

The configuration for grounding checking. Corresponds to the JSON property groundingConfig

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18702

def grounding_config
  @grounding_config
end

#max_output_tokens ⇒ Fixnum

Value of the maximum number of tokens generated set when the dataset was saved. Corresponds to the JSON property maxOutputTokens

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18707

def max_output_tokens
  @max_output_tokens
end

#prompt_type ⇒ String

Type of the prompt dataset. Corresponds to the JSON property promptType

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18712

def prompt_type
  @prompt_type
end

#stop_sequences ⇒ Array<String>

Customized stop sequences. Corresponds to the JSON property stopSequences

Returns:

  • (Array<String>) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18717

def stop_sequences
  @stop_sequences
end

#temperature ⇒ Float

Temperature value used for sampling set when the dataset was saved. This value is used to tune the degree of randomness. Corresponds to the JSON property temperature

Returns:

  • (Float) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18723

def temperature
  @temperature
end

#text ⇒ String

The content of the prompt dataset. Corresponds to the JSON property text

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18728

def text
  @text
end

#top_k ⇒ Fixnum

Top K value set when the dataset was saved. This value determines how many candidates with highest probability from the vocab would be selected for each decoding step. Corresponds to the JSON property topK

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18735

def top_k
  @top_k
end

#top_p ⇒ Float

Top P value set when the dataset was saved. Given topK tokens for decoding, top candidates will be selected until the sum of their probabilities is topP. Corresponds to the JSON property topP

Returns:

  • (Float) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18741

def top_p
  @top_p
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18748

def update!(**args)
  @candidate_count = args[:candidate_count] if args.key?(:candidate_count)
  @gcs_uri = args[:gcs_uri] if args.key?(:gcs_uri)
  @grounding_config = args[:grounding_config] if args.key?(:grounding_config)
  @max_output_tokens = args[:max_output_tokens] if args.key?(:max_output_tokens)
  @prompt_type = args[:prompt_type] if args.key?(:prompt_type)
  @stop_sequences = args[:stop_sequences] if args.key?(:stop_sequences)
  @temperature = args[:temperature] if args.key?(:temperature)
  @text = args[:text] if args.key?(:text)
  @top_k = args[:top_k] if args.key?(:top_k)
  @top_p = args[:top_p] if args.key?(:top_p)
end