Struct DatasetStats

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pub struct DatasetStats {
    pub total_examples: usize,
    pub total_messages: usize,
    pub total_estimated_tokens: usize,
    pub avg_messages_per_example: f64,
    pub avg_tokens_per_example: f64,
    pub min_tokens: usize,
    pub max_tokens: usize,
    pub examples_with_system: usize,
    pub role_counts: RoleCounts,
    pub token_histogram: Vec<HistogramBucket>,
}

Expand description

Statistics about a training dataset.

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§total_examples: usize

Total number of training examples.

§total_messages: usize

Total number of messages across all examples.

§total_estimated_tokens: usize

Total estimated tokens across all examples.

§avg_messages_per_example: f64

Average messages per example.

§avg_tokens_per_example: f64

Average estimated tokens per example.

§min_tokens: usize

Minimum tokens in any single example.

§max_tokens: usize

Maximum tokens in any single example.

§examples_with_system: usize

Number of examples that include a system message.

§role_counts: RoleCounts

Message counts per role.

§token_histogram: Vec<HistogramBucket>

Token count distribution histogram.

Trait Implementations§

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impl Clone for DatasetStats

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fn clone(&self) -> DatasetStats

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 DatasetStats

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl UnwindSafe for DatasetStats

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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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where T: ?Sized,

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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

Returns the argument unchanged.

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impl<T> Instrument for T

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fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more

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Calls U::from(self).

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where F: FnOnce(&Self) -> bool,

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