Struct NOVAQEngine 

pub struct NOVAQEngine { /* private fields */ }

NOVAQ quantization engine

Implementations

impl NOVAQEngine

pub fn new(config: NOVAQConfig) -> Self

pub fn normalize_weights( &mut self, weights: &mut WeightMatrix, ) -> Result<NormalizationMetadata>

Stage 1: Distribution Normalization

pub fn build_codebooks( &mut self, weights: &WeightMatrix, ) -> Result<(VectorCodebooks, QuantizationIndices)>

Stage 2: Multi-stage Vector Codebooks

pub fn refine_codebooks( &mut self, codebooks: &mut VectorCodebooks, indices: &QuantizationIndices, original_weights: &WeightMatrix, teacher_outputs: Option<&[f32]>, ) -> Result<f32>

Stage 3: Teacher-guided Refinement

pub fn quantize_model_with_progress( &mut self, weights: Vec<WeightMatrix>, progress: &mut QuantizationProgressTracker, ) -> Result<NOVAQModel>

Complete NOVAQ quantization pipeline with progress tracking

pub fn quantize_model( &mut self, weights: Vec<WeightMatrix>, ) -> Result<NOVAQModel>

Complete NOVAQ quantization pipeline

pub fn reconstruct_weights( &self, model: &NOVAQModel, weight_name: &str, ) -> Result<WeightMatrix>

Reconstruct weights from NOVAQ model

Trait Implementations

impl Debug for NOVAQEngine

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

Formats the value using the given formatter.