FineTuningResult

oxirs_embed::fine_tuning

Struct FineTuningResult 

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pub struct FineTuningResult {
    pub epochs_completed: usize,
    pub final_training_loss: f64,
    pub final_validation_loss: f64,
    pub training_time_seconds: f64,
    pub early_stopped: bool,
    pub best_validation_loss: f64,
    pub training_loss_history: Vec<f64>,
    pub validation_loss_history: Vec<f64>,
    pub num_parameters_updated: usize,
}
Expand description

Fine-tuning result with statistics

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§epochs_completed: usize

Number of epochs completed

§final_training_loss: f64

Final training loss

§final_validation_loss: f64

Final validation loss

§training_time_seconds: f64

Training time in seconds

§early_stopped: bool

Whether early stopping was triggered

§best_validation_loss: f64

Best validation loss achieved

§training_loss_history: Vec<f64>

Training loss history

§validation_loss_history: Vec<f64>

Validation loss history

§num_parameters_updated: usize

Number of parameters updated

Trait Implementations§

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impl Clone for FineTuningResult

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fn clone(&self) -> FineTuningResult

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for FineTuningResult

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

Formats the value using the given formatter. Read more
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impl<'de> Deserialize<'de> for FineTuningResult

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for FineTuningResult

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

Serialize this value into the given Serde serializer. Read more

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