Struct GoogleCloudDialogflowV2InferenceParameter

pub struct GoogleCloudDialogflowV2InferenceParameter {
    pub max_output_tokens: Option<i32>,
    pub temperature: Option<f64>,
    pub top_k: Option<i32>,
    pub top_p: Option<f64>,
}

The parameters of inference.

This type is not used in any activity, and only used as part of another schema.

Fields

max_output_tokens: Option<i32>

Optional. Maximum number of the output tokens for the generator.

temperature: Option<f64>

Optional. Controls the randomness of LLM predictions. Low temperature = less random. High temperature = more random. If unset (or 0), uses a default value of 0.

top_k: Option<i32>

Optional. Top-k changes how the model selects tokens for output. A top-k of 1 means the selected token is the most probable among all tokens in the model’s vocabulary (also called greedy decoding), while a top-k of 3 means that the next token is selected from among the 3 most probable tokens (using temperature). For each token selection step, the top K tokens with the highest probabilities are sampled. Then tokens are further filtered based on topP with the final token selected using temperature sampling. Specify a lower value for less random responses and a higher value for more random responses. Acceptable value is [1, 40], default to 40.

top_p: Option<f64>

Optional. Top-p changes how the model selects tokens for output. Tokens are selected from most K (see topK parameter) probable to least until the sum of their probabilities equals the top-p value. For example, if tokens A, B, and C have a probability of 0.3, 0.2, and 0.1 and the top-p value is 0.5, then the model will select either A or B as the next token (using temperature) and doesn’t consider C. The default top-p value is 0.95. Specify a lower value for less random responses and a higher value for more random responses. Acceptable value is [0.0, 1.0], default to 0.95.

Trait Implementations

impl Clone for GoogleCloudDialogflowV2InferenceParameter

fn clone(&self) -> GoogleCloudDialogflowV2InferenceParameter

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for GoogleCloudDialogflowV2InferenceParameter

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for GoogleCloudDialogflowV2InferenceParameter

fn default() -> GoogleCloudDialogflowV2InferenceParameter

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for GoogleCloudDialogflowV2InferenceParameter

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for GoogleCloudDialogflowV2InferenceParameter

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl Part for GoogleCloudDialogflowV2InferenceParameter