Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1GenerationConfig

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

Generation config.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1GenerationConfig

Returns a new instance of GoogleCloudAiplatformV1GenerationConfig.



10837
10838
10839
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10837

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

Instance Attribute Details

#audio_timestamp ⇒ Boolean Also known as: audio_timestamp?

Optional. If enabled, audio timestamp will be included in the request to the model. Corresponds to the JSON property audioTimestamp

Returns:

  • (Boolean) 


10757
10758
10759
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10757

def audio_timestamp
  @audio_timestamp
end

#candidate_count ⇒ Fixnum

Optional. Number of candidates to generate. Corresponds to the JSON property candidateCount

Returns:

  • (Fixnum) 


10763
10764
10765
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10763

def candidate_count
  @candidate_count
end

#frequency_penalty ⇒ Float

Optional. Frequency penalties. Corresponds to the JSON property frequencyPenalty

Returns:

  • (Float) 


10768
10769
10770
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10768

def frequency_penalty
  @frequency_penalty
end

#logprobs ⇒ Fixnum

Optional. Logit probabilities. Corresponds to the JSON property logprobs

Returns:

  • (Fixnum) 


10773
10774
10775
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10773

def logprobs
  @logprobs
end

#max_output_tokens ⇒ Fixnum

Optional. The maximum number of output tokens to generate per message. Corresponds to the JSON property maxOutputTokens

Returns:

  • (Fixnum) 


10778
10779
10780
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10778

def max_output_tokens
  @max_output_tokens
end

#presence_penalty ⇒ Float

Optional. Positive penalties. Corresponds to the JSON property presencePenalty

Returns:

  • (Float) 


10783
10784
10785
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10783

def presence_penalty
  @presence_penalty
end

#response_logprobs ⇒ Boolean Also known as: response_logprobs?

Optional. If true, export the logprobs results in response. Corresponds to the JSON property responseLogprobs

Returns:

  • (Boolean) 


10788
10789
10790
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10788

def response_logprobs
  @response_logprobs
end

#response_mime_type ⇒ String

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. Corresponds to the JSON property responseMimeType

Returns:

  • (String) 


10798
10799
10800
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10798

def response_mime_type
  @response_mime_type
end

#response_schema ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1Schema

Schema is used to define the format of input/output data. Represents a select subset of an OpenAPI 3.0 schema object. More fields may be added in the future as needed. Corresponds to the JSON property responseSchema

Returns:



10805
10806
10807
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10805

def response_schema
  @response_schema
end

#routing_config ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1GenerationConfigRoutingConfig

The configuration for routing the request to a specific model. Corresponds to the JSON property routingConfig

Returns:



10810
10811
10812
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10810

def routing_config
  @routing_config
end

#seed ⇒ Fixnum

Optional. Seed. Corresponds to the JSON property seed

Returns:

  • (Fixnum) 


10815
10816
10817
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10815

def seed
  @seed
end

#stop_sequences ⇒ Array<String>

Optional. Stop sequences. Corresponds to the JSON property stopSequences

Returns:

  • (Array<String>) 


10820
10821
10822
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10820

def stop_sequences
  @stop_sequences
end

#temperature ⇒ Float

Optional. Controls the randomness of predictions. Corresponds to the JSON property temperature

Returns:

  • (Float) 


10825
10826
10827
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10825

def temperature
  @temperature
end

#top_k ⇒ Float

Optional. If specified, top-k sampling will be used. Corresponds to the JSON property topK

Returns:

  • (Float) 


10830
10831
10832
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10830

def top_k
  @top_k
end

#top_p ⇒ Float

Optional. If specified, nucleus sampling will be used. Corresponds to the JSON property topP

Returns:

  • (Float) 


10835
10836
10837
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10835

def top_p
  @top_p
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



10842
10843
10844
10845
10846
10847
10848
10849
10850
10851
10852
10853
10854
10855
10856
10857
10858
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10842

def update!(**args)
  @audio_timestamp = args[:audio_timestamp] if args.key?(:audio_timestamp)
  @candidate_count = args[:candidate_count] if args.key?(:candidate_count)
  @frequency_penalty = args[:frequency_penalty] if args.key?(:frequency_penalty)
  @logprobs = args[:logprobs] if args.key?(:logprobs)
  @max_output_tokens = args[:max_output_tokens] if args.key?(:max_output_tokens)
  @presence_penalty = args[:presence_penalty] if args.key?(:presence_penalty)
  @response_logprobs = args[:response_logprobs] if args.key?(:response_logprobs)
  @response_mime_type = args[:response_mime_type] if args.key?(:response_mime_type)
  @response_schema = args[:response_schema] if args.key?(:response_schema)
  @routing_config = args[:routing_config] if args.key?(:routing_config)
  @seed = args[:seed] if args.key?(:seed)
  @stop_sequences = args[:stop_sequences] if args.key?(:stop_sequences)
  @temperature = args[:temperature] if args.key?(:temperature)
  @top_k = args[:top_k] if args.key?(:top_k)
  @top_p = args[:top_p] if args.key?(:top_p)
end