Struct SupervisedTuningSpec

#[non_exhaustive]
pub struct SupervisedTuningSpec {
    pub training_dataset_uri: String,
    pub validation_dataset_uri: String,
    pub hyper_parameters: Option<SupervisedHyperParameters>,
    pub export_last_checkpoint_only: bool,
    /* private fields */
}

Tuning Spec for Supervised Tuning for first party models.

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

training_dataset_uri: String

Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.

validation_dataset_uri: String

Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.

hyper_parameters: Option<SupervisedHyperParameters>

Optional. Hyperparameters for SFT.

export_last_checkpoint_only: bool

Optional. If set to true, disable intermediate checkpoints for SFT and only the last checkpoint will be exported. Otherwise, enable intermediate checkpoints for SFT. Default is false.

Implementations

impl SupervisedTuningSpec

pub fn new() -> Self

pub fn set_training_dataset_uri<T: Into<String>>(self, v: T) -> Self

Sets the value of training_dataset_uri.

pub fn set_validation_dataset_uri<T: Into<String>>(self, v: T) -> Self

Sets the value of validation_dataset_uri.

pub fn set_hyper_parameters<T: Into<Option<SupervisedHyperParameters>>>( self, v: T, ) -> Self

Sets the value of hyper_parameters.

pub fn set_export_last_checkpoint_only<T: Into<bool>>(self, v: T) -> Self

Sets the value of export_last_checkpoint_only.

Trait Implementations

impl Clone for SupervisedTuningSpec

fn clone(&self) -> SupervisedTuningSpec

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for SupervisedTuningSpec

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

Formats the value using the given formatter.

impl Default for SupervisedTuningSpec

fn default() -> SupervisedTuningSpec

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for SupervisedTuningSpec

where SupervisedTuningSpec: Default,

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Message for SupervisedTuningSpec

fn typename() -> &'static str

The typename of this message.

impl PartialEq for SupervisedTuningSpec

fn eq(&self, other: &SupervisedTuningSpec) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Serialize for SupervisedTuningSpec

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for SupervisedTuningSpec