Struct google_api_proto::google::cloud::aiplatform::v1beta1::DistillationSpec

pub struct DistillationSpec {
    pub training_dataset_uri: String,
    pub validation_dataset_uri: Option<String>,
    pub hyper_parameters: Option<DistillationHyperParameters>,
    pub student_model: String,
    pub pipeline_root_directory: String,
    pub teacher_model: Option<TeacherModel>,
}

Tuning Spec for Distillation.

Fields

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: Option<String>

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

hyper_parameters: Option<DistillationHyperParameters>

Optional. Hyperparameters for Distillation.

student_model: String

The student model that is being tuned, e.g., “google/gemma-2b-1.1-it”.

pipeline_root_directory: String

Required. A path in a Cloud Storage bucket, which will be treated as the root output directory of the distillation pipeline. It is used by the system to generate the paths of output artifacts.

teacher_model: Option<TeacherModel>

The teacher model that is being distilled from, e.g., “gemini-1.0-pro-002”.

Implementations

impl DistillationSpec

pub fn validation_dataset_uri(&self) -> &str

Returns the value of validation_dataset_uri, or the default value if validation_dataset_uri is unset.

Trait Implementations

impl Clone for DistillationSpec

fn clone(&self) -> DistillationSpec

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for DistillationSpec

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

Formats the value using the given formatter.

impl Default for DistillationSpec

fn default() -> Self

Returns the “default value” for a type.

impl Message for DistillationSpec

fn encoded_len(&self) -> usize

Returns the encoded length of the message without a length delimiter.

fn clear(&mut self)

Clears the message, resetting all fields to their default.

fn encode(&self, buf: &mut impl BufMut) -> Result<(), EncodeError>

where Self: Sized,

Encodes the message to a buffer.

fn encode_to_vec(&self) -> Vec<u8>

where Self: Sized,

Encodes the message to a newly allocated buffer.

fn encode_length_delimited( &self, buf: &mut impl BufMut, ) -> Result<(), EncodeError>

where Self: Sized,

Encodes the message with a length-delimiter to a buffer.

fn encode_length_delimited_to_vec(&self) -> Vec<u8>

where Self: Sized,

Encodes the message with a length-delimiter to a newly allocated buffer.

fn decode(buf: impl Buf) -> Result<Self, DecodeError>

where Self: Default,

Decodes an instance of the message from a buffer.

fn decode_length_delimited(buf: impl Buf) -> Result<Self, DecodeError>

where Self: Default,

Decodes a length-delimited instance of the message from the buffer.

fn merge(&mut self, buf: impl Buf) -> Result<(), DecodeError>

where Self: Sized,

Decodes an instance of the message from a buffer, and merges it into self.

fn merge_length_delimited(&mut self, buf: impl Buf) -> Result<(), DecodeError>

where Self: Sized,

Decodes a length-delimited instance of the message from buffer, and merges it into self.

impl PartialEq for DistillationSpec

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

This method tests for self and other values to be equal, and is used by ==.

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

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

impl StructuralPartialEq for DistillationSpec