Struct EmbeddingTransform 

pub struct EmbeddingTransform {
    pub from_version: ModelVersion,
    pub to_version: ModelVersion,
    pub transform_matrix: Option<Vec<Vec<f32>>>,
    pub bias: Option<Vec<f32>>,
}

Embedding transformation for migrating between versions

Fields

from_version: ModelVersion

Source version

to_version: ModelVersion

Target version

transform_matrix: Option<Vec<Vec<f32>>>

Transformation matrix (if dimensions change)

bias: Option<Vec<f32>>

Bias vector

Implementations

impl EmbeddingTransform

pub fn identity(version: ModelVersion) -> Self

Create an identity transform (no change)

pub fn linear( from_version: ModelVersion, to_version: ModelVersion, matrix: Vec<Vec<f32>>, ) -> Self

Create a linear transformation

pub fn apply(&self, embedding: &[f32]) -> Vec<f32>

Apply transformation to an embedding

Trait Implementations

impl Clone for EmbeddingTransform

fn clone(&self) -> EmbeddingTransform

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for EmbeddingTransform

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for EmbeddingTransform

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for EmbeddingTransform

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

where __S: Serializer,

Serialize this value into the given Serde serializer.