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InstructEpochMetrics

entrenar::finetune::instruct_trainer

Struct InstructEpochMetrics 

Source 
pub struct InstructEpochMetrics {
    pub epoch: usize,
    pub train_loss: f32,
    pub train_perplexity: f32,
    pub val_loss: f32,
    pub val_perplexity: f32,
    pub learning_rate: f32,
    pub epoch_time_ms: u64,
    pub samples_per_sec: f32,
}
Expand description

Metrics for a single training epoch.

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§epoch: usize

Epoch number (0-indexed)

§train_loss: f32

Average training loss (response tokens only)

§train_perplexity: f32

Training perplexity

§val_loss: f32

Average validation loss

§val_perplexity: f32

Validation perplexity

§learning_rate: f32

Current learning rate

§epoch_time_ms: u64

Epoch wall-clock time in milliseconds

§samples_per_sec: f32

Training throughput (samples/second)

Trait Implementations§

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impl Clone for InstructEpochMetrics

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fn clone(&self) -> InstructEpochMetrics

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

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

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

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

Formats the value using the given formatter. Read more

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