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ModelTrainingConfig

Struct ModelTrainingConfig 

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pub struct ModelTrainingConfig {
    pub steps: usize,
    pub batch_size: usize,
    pub learning_rate: f64,
    pub weight_decay: f64,
    pub grad_clip_norm: Option<f64>,
    pub pad_token_id: u32,
    pub checkpoint_dir: Option<String>,
    pub checkpoint_interval: usize,
}
Expand description

Training options for token-sequence training.

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§steps: usize§batch_size: usize§learning_rate: f64§weight_decay: f64§grad_clip_norm: Option<f64>§pad_token_id: u32§checkpoint_dir: Option<String>

Directory to save checkpoints into. When None, no checkpoints are saved during training.

§checkpoint_interval: usize

Save a checkpoint every N steps. Only used when checkpoint_dir is Some. A value of 0 disables periodic snapshots (only best.mpk is kept).

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impl Clone for ModelTrainingConfig

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fn clone(&self) -> ModelTrainingConfig

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 ModelTrainingConfig

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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 Default for ModelTrainingConfig

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fn default() -> Self

Returns the “default value” for a type. Read more

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

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impl<T, U> TryFrom<U> for T
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type Error = Infallible

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impl<T, U> TryInto<U> for T
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type Error = <U as TryFrom<T>>::Error

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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.