Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ReinforcementTuningParseResponseConfig

Inherits:

Object

• Object
• Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ReinforcementTuningParseResponseConfig

Includes:

Core::Hashable, Core::JsonObjectSupport

Defined in:

lib/google/apis/aiplatform_v1beta1/classes.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb

Overview

Defines how to parse sample response config for reinforcement tuning. The parsed response (i.e., substring) will be passed to the reward functions. For example, the input prompt might be: > "Perform step-by-step thoughts first to problem A, finally output answer in the block." The sample response from the model under tuning might look like: > "Yes" Here, users can define the following parse config: ` "parseType": "REGEX_EXTRACT" , "regexExtractExpression": ".*(.*?)" ` The resulting parsed response would be "Yes" and will be passed to the reward functions for evaluating rewards.

Instance Attribute Summary

• #parse_type ⇒ String

  Defines the type for parsing sample response.

• #regex_extract_expression ⇒ String

  Defines the regex for extracting the important part of sample response.

Instance Method Summary

• #initialize(**args) ⇒ GoogleCloudAiplatformV1beta1ReinforcementTuningParseResponseConfig constructor

  A new instance of GoogleCloudAiplatformV1beta1ReinforcementTuningParseResponseConfig.

• #update!(**args) ⇒ Object

  Update properties of this object.

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1ReinforcementTuningParseResponseConfig

Returns a new instance of GoogleCloudAiplatformV1beta1ReinforcementTuningParseResponseConfig.

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 49615

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

Instance Attribute Details

#parse_type ⇒ String

Defines the type for parsing sample response. Corresponds to the JSON property parseType

Returns:

• (String)

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 49607

def parse_type
  @parse_type
end

#regex_extract_expression ⇒ String

Defines the regex for extracting the important part of sample response. This field is only used when parse_type is ResponseParseType.REGEX_EXTRACT. Corresponds to the JSON property regexExtractExpression

Returns:

• (String)

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 49613

def regex_extract_expression
  @regex_extract_expression
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 49620

def update!(**args)
  @parse_type = args[:parse_type] if args.key?(:parse_type)
  @regex_extract_expression = args[:regex_extract_expression] if args.key?(:regex_extract_expression)
end