FineTuningManager

oxirs_embed::fine_tuning

Struct FineTuningManager

pub struct FineTuningManager { /* private fields */ }

Expand description

Fine-tuning manager for embedding models

Implementations§

impl FineTuningManager

pub fn new(config: FineTuningConfig) -> Self

Create a new fine-tuning manager

pub fn save_pretrained_embeddings<M: EmbeddingModel>( &mut self, model: &M, ) -> Result<()>

Save pre-trained embeddings for distillation

pub fn initialize_adapters<M: EmbeddingModel>( &mut self, model: &M, embed_dim: usize, ) -> Result<()>

Initialize adapters for adapter-based fine-tuning

pub async fn fine_tune<M: EmbeddingModel>( &mut self, model: &mut M, training_triples: Vec<Triple>, ) -> Result<FineTuningResult>

Fine-tune a model on domain-specific data

pub fn get_stats(&self) -> FineTuningStats

Get fine-tuning statistics

Auto Trait Implementations§

impl Freeze for FineTuningManager

impl RefUnwindSafe for FineTuningManager

impl Send for FineTuningManager

impl Sync for FineTuningManager

impl Unpin for FineTuningManager

impl UnwindSafe for FineTuningManager

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