ModelParams

class oci.generative_ai_agent_runtime.models.ModelParams(**kwargs)

Bases: object

Details of model parameters.

Methods

__init__(**kwargs) Initializes a new ModelParams object with values from keyword arguments.

Attributes

frequency_penalty Gets the frequency_penalty of this ModelParams.
max_tokens Gets the max_tokens of this ModelParams.
presence_penalty Gets the presence_penalty of this ModelParams.
temperature Gets the temperature of this ModelParams.
top_k Gets the top_k of this ModelParams.
top_p Gets the top_p of this ModelParams.
__init__(**kwargs)

Initializes a new ModelParams object with values from keyword arguments. The following keyword arguments are supported (corresponding to the getters/setters of this class):

Parameters:
  • max_tokens (int) – The value to assign to the max_tokens property of this ModelParams.
  • temperature (float) – The value to assign to the temperature property of this ModelParams.
  • top_p (float) – The value to assign to the top_p property of this ModelParams.
  • top_k (int) – The value to assign to the top_k property of this ModelParams.
  • frequency_penalty (float) – The value to assign to the frequency_penalty property of this ModelParams.
  • presence_penalty (float) – The value to assign to the presence_penalty property of this ModelParams.
frequency_penalty

Gets the frequency_penalty of this ModelParams. Frequency penalty to reduce repeating tokens.

Returns:The frequency_penalty of this ModelParams.
Return type:float
max_tokens

Gets the max_tokens of this ModelParams. Maximum number of tokens.

Returns:The max_tokens of this ModelParams.
Return type:int
presence_penalty

Gets the presence_penalty of this ModelParams. Presence penalty to encourage new topics.

Returns:The presence_penalty of this ModelParams.
Return type:float
temperature

Gets the temperature of this ModelParams. Sampling temperature.

Returns:The temperature of this ModelParams.
Return type:float
top_k

Gets the top_k of this ModelParams. Top-K sampling parameter.

Returns:The top_k of this ModelParams.
Return type:int
top_p

Gets the top_p of this ModelParams. Nucleus sampling probability.

Returns:The top_p of this ModelParams.
Return type:float