Class: Aws::BedrockAgent::Types::InferenceConfiguration

Inherits:

Struct

• Object
• Struct
• Aws::BedrockAgent::Types::InferenceConfiguration

Defined in:

gems/aws-sdk-bedrockagent/lib/aws-sdk-bedrockagent/types.rb

Overview

Contains inference parameters to use when the agent invokes a foundation model in the part of the agent sequence defined by the promptType. For more information, see Inference parameters for foundation models.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #maximum_length ⇒ Integer

  The maximum number of tokens to allow in the generated response.

• #stop_sequences ⇒ Array<String>

  A list of stop sequences.

• #temperature ⇒ Float

  The likelihood of the model selecting higher-probability options while generating a response.

• #top_k ⇒ Integer

  While generating a response, the model determines the probability of the following token at each point of generation.

• #top_p ⇒ Float

  While generating a response, the model determines the probability of the following token at each point of generation.

Instance Attribute Details

#maximum_length ⇒ Integer

The maximum number of tokens to allow in the generated response.

Returns:

• (Integer)

# File 'gems/aws-sdk-bedrockagent/lib/aws-sdk-bedrockagent/types.rb', line 5586

class InferenceConfiguration < Struct.new(
  :temperature,
  :top_p,
  :top_k,
  :maximum_length,
  :stop_sequences)
  SENSITIVE = []
  include Aws::Structure
end

#stop_sequences ⇒ Array<String>

A list of stop sequences. A stop sequence is a sequence of characters that causes the model to stop generating the response.

Returns:

• (Array<String>)

# File 'gems/aws-sdk-bedrockagent/lib/aws-sdk-bedrockagent/types.rb', line 5586

class InferenceConfiguration < Struct.new(
  :temperature,
  :top_p,
  :top_k,
  :maximum_length,
  :stop_sequences)
  SENSITIVE = []
  include Aws::Structure
end

#temperature ⇒ Float

The likelihood of the model selecting higher-probability options while generating a response. A lower value makes the model more likely to choose higher-probability options, while a higher value makes the model more likely to choose lower-probability options.

Returns:

• (Float)

# File 'gems/aws-sdk-bedrockagent/lib/aws-sdk-bedrockagent/types.rb', line 5586

class InferenceConfiguration < Struct.new(
  :temperature,
  :top_p,
  :top_k,
  :maximum_length,
  :stop_sequences)
  SENSITIVE = []
  include Aws::Structure
end

#top_k ⇒ Integer

While generating a response, the model determines the probability of the following token at each point of generation. The value that you set for topK is the number of most-likely candidates from which the model chooses the next token in the sequence. For example, if you set topK to 50, the model selects the next token from among the top 50 most likely choices.

Returns:

• (Integer)

# File 'gems/aws-sdk-bedrockagent/lib/aws-sdk-bedrockagent/types.rb', line 5586

class InferenceConfiguration < Struct.new(
  :temperature,
  :top_p,
  :top_k,
  :maximum_length,
  :stop_sequences)
  SENSITIVE = []
  include Aws::Structure
end

#top_p ⇒ Float

While generating a response, the model determines the probability of the following token at each point of generation. The value that you set for Top P determines the number of most-likely candidates from which the model chooses the next token in the sequence. For example, if you set topP to 0.8, the model only selects the next token from the top 80% of the probability distribution of next tokens.

Returns:

• (Float)

# File 'gems/aws-sdk-bedrockagent/lib/aws-sdk-bedrockagent/types.rb', line 5586

class InferenceConfiguration < Struct.new(
  :temperature,
  :top_p,
  :top_k,
  :maximum_length,
  :stop_sequences)
  SENSITIVE = []
  include Aws::Structure
end