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MultiLabelSafetySample

entrenar::finetune::classification

Struct MultiLabelSafetySample 

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pub struct MultiLabelSafetySample {
    pub input: String,
    pub labels: Vec<f32>,
}
Expand description

A multi-label shell safety corpus sample.

A script can have multiple active labels (e.g., both non-deterministic AND needs-quoting). Labels are a multi-hot vector: [0.0, 1.0, 1.0, 0.0, 0.0] means classes 1 and 2 are active.

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§input: String

Shell script content

§labels: Vec<f32>

Multi-hot label vector (length == num_classes)

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impl MultiLabelSafetySample

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pub fn from_single_label(sample: &SafetySample, num_classes: usize) -> Self

Create from a single-label sample by converting to multi-hot encoding.

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pub fn active_classes(&self) -> Vec<usize>

Active class indices (where labels[i] > 0.5).

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impl Clone for MultiLabelSafetySample

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fn clone(&self) -> MultiLabelSafetySample

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 MultiLabelSafetySample

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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 MultiLabelSafetySample

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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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🔬This is a nightly-only experimental API. (clone_to_uninit)
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