Struct RealTimeFinetuning 

pub struct RealTimeFinetuning {
    pub learning_rate: f32,
    pub buffer_size: usize,
    pub update_frequency: usize,
    pub ewc_config: EWCConfig,
    pub online_buffer: Vec<(String, String, String)>,
    pub update_count: usize,
}

Real-time fine-tuning capabilities

Fields

learning_rate: f32

Learning rate for real-time updates

buffer_size: usize

Buffer size for online learning

update_frequency: usize

Update frequency

ewc_config: EWCConfig

Elastic weight consolidation parameters

online_buffer: Vec<(String, String, String)>

Online learning buffer

update_count: usize

Current update count

Implementations

impl RealTimeFinetuning

pub fn add_example(&mut self, text: String, entity: String, label: String)

Add new training example for real-time learning

pub fn should_update(&self) -> bool

Check if model needs updating

pub async fn update_model( &mut self, model: &mut MultiModalEmbedding, ) -> Result<f32>

Perform real-time model update

Trait Implementations

impl Clone for RealTimeFinetuning

fn clone(&self) -> RealTimeFinetuning

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for RealTimeFinetuning

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

Formats the value using the given formatter.

impl Default for RealTimeFinetuning

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for RealTimeFinetuning

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for RealTimeFinetuning

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

where __S: Serializer,

Serialize this value into the given Serde serializer.